{"id":"https://openalex.org/W4412545680","doi":"https://doi.org/10.1038/s41746-025-01782-0","title":"Modeling trajectories of routine blood tests as dynamic biomarkers for outcome in spinal cord injury","display_name":"Modeling trajectories of routine blood tests as dynamic biomarkers for outcome in spinal cord injury","publication_year":2025,"publication_date":"2025-07-22","ids":{"openalex":"https://openalex.org/W4412545680","doi":"https://doi.org/10.1038/s41746-025-01782-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/40696002"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01782-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01782-0","pdf_url":"https://www.nature.com/articles/s41746-025-01782-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01782-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114566259","display_name":"Marzieh Mussavi Rizi","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Marzieh Mussavi Rizi","raw_affiliation_strings":["School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112660466","display_name":"Daniel Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Fern\u00e1ndez","raw_affiliation_strings":["Department of Statistics and Operations Research (DEIO), Universitat Polit\u00e8cnica de Catalunya BarcelonaTech (UPC), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research (DEIO), Universitat Polit\u00e8cnica de Catalunya BarcelonaTech (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055982196","display_name":"John L. K. Kramer","orcid":"https://orcid.org/0000-0001-7722-131X"},"institutions":[{"id":"https://openalex.org/I4210128534","display_name":"International Collaboration On Repair Discoveries","ror":"https://ror.org/03ckrg061","country_code":"CA","type":"facility","lineage":["https://openalex.org/I141945490","https://openalex.org/I4210128534"]},{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"John L. K. Kramer","raw_affiliation_strings":["Department of Anesthesiology, Pharmacology, and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada","International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Pharmacology, and Therapeutics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I4210128534","https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024399452","display_name":"Rajiv Saigal","orcid":"https://orcid.org/0009-0007-1977-550X"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajiv Saigal","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046604115","display_name":"Anthony M. DiGiorgio","orcid":"https://orcid.org/0000-0002-5710-691X"},"institutions":[{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony M. DiGiorgio","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008043111","display_name":"Michael S. Beattie","orcid":"https://orcid.org/0000-0001-9463-3631"},"institutions":[{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. Beattie","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019326045","display_name":"Adam R. Ferguson","orcid":"https://orcid.org/0000-0001-7102-1608"},"institutions":[{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam R. Ferguson","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056185731","display_name":"Nikos Kyritsis","orcid":"https://orcid.org/0000-0001-7801-5796"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikos Kyritsis","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036082323","display_name":"Abel Torres\u2010Esp\u00edn","orcid":"https://orcid.org/0000-0002-9787-8738"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abel Torres-Esp\u00edn","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada. abel.torresespin@uwaterloo.ca","School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada. abel.torresespin@uwaterloo.ca","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"TRACK-SCI","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"TRACK-SCI","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Prakruthi Amar Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prakruthi Amar Kumar","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michael S. Beattie","orcid":null},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. Beattie","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jacqueline C. Bresnahan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacqueline C. Bresnahan","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anthony M. DiGiorgio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony M. DiGiorgio","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xuan Duong-Fernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuan Duong-Fernandez","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Adam R. Ferguson","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam R. Ferguson","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Debra D. Hemmerle","orcid":null},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debra D. Hemmerle","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"J. Russel Huie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Russel Huie","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"San Francisco Veterans Affairs Healthcare System, San Francisco, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anastasia Keller","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anastasia Keller","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nikos Kyritsis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikos Kyritsis","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. nikolaos.Kyritsis@ucsf.edu","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nicole Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicole Lai","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Geoffrey T. Manley","orcid":null},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Geoffrey T. Manley","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jonathan Z. Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Z. Pan","raw_affiliation_strings":["Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA, USA","Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lisa U. Pascual","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa U. Pascual","raw_affiliation_strings":["Orthopaedic Trauma Institute, Department of Orthopedic Surgery, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Orthopaedic Trauma Institute, Department of Orthopedic Surgery, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rajiv Saigal","orcid":null},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajiv Saigal","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vineeta Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vineeta Singh","raw_affiliation_strings":["Department of Neurology, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jason F. Talbott","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]},{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason F. Talbott","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA","Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I2803209242","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abel Torres-Espin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abel Torres-Espin","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada. abel.torresespin@uwaterloo.ca","School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada. abel.torresespin@uwaterloo.ca","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"Department of Physical Therapy, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, AB, Canada. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada. abel.torresespin@uwaterloo.ca","institution_ids":[]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA. abel.torresespin@uwaterloo.ca","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Phil Weinstein","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I4210157890","display_name":"Neurological Surgery","ror":"https://ror.org/04r0gp612","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210157890"]},{"id":"https://openalex.org/I4210156041","display_name":"Global Brain Health Institute","ror":"https://ror.org/058pagg05","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156041"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phil Weinstein","raw_affiliation_strings":["Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","Department of Neurology, University of California San Francisco, San Francisco, CA, USA","Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210157890","https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Neurology, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Weill Institute for Neuroscience, Brain and Spinal Injury Center (BASIC), University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210156041"]}]},{"author_position":"last","author":{"id":null,"display_name":"William D. Whetstone","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William D. Whetstone","raw_affiliation_strings":["Department of Emergency Medicine, University of California San Francisco, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, University of California San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":30,"corresponding_author_ids":["https://openalex.org/A5114566259"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":1.3873,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82164863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"8","issue":"1","first_page":"470","last_page":"470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10925","display_name":"Spinal Cord Injury Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10925","display_name":"Spinal Cord Injury Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7999835014343262},{"id":"https://openalex.org/keywords/spinal-cord-injury","display_name":"Spinal cord injury","score":0.719602644443512},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5916315317153931},{"id":"https://openalex.org/keywords/injury-severity-score","display_name":"Injury Severity Score","score":0.5331183075904846},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.44704627990722656},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.42142626643180847},{"id":"https://openalex.org/keywords/spinal-cord","display_name":"Spinal cord","score":0.36276572942733765},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.33369338512420654},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.3237800598144531},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.3111911416053772},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.2850167751312256},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.2444095015525818}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7999835014343262},{"id":"https://openalex.org/C2778334475","wikidata":"https://www.wikidata.org/wiki/Q1415275","display_name":"Spinal cord injury","level":3,"score":0.719602644443512},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5916315317153931},{"id":"https://openalex.org/C85004164","wikidata":"https://www.wikidata.org/wiki/Q1089964","display_name":"Injury Severity Score","level":4,"score":0.5331183075904846},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.44704627990722656},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.42142626643180847},{"id":"https://openalex.org/C2780775167","wikidata":"https://www.wikidata.org/wiki/Q9606","display_name":"Spinal cord","level":2,"score":0.36276572942733765},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.33369338512420654},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3237800598144531},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.3111911416053772},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.2850167751312256},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.2444095015525818},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1038/s41746-025-01782-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01782-0","pdf_url":"https://www.nature.com/articles/s41746-025-01782-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40696002","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40696002","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:upcommons.upc.edu:2117/451782","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/451782","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt46c4c74s","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/46c4c74s","pdf_url":"https://escholarship.org/content/qt46c4c74s/qt46c4c74s.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, vol 8, iss 1","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:7d0071ef05d746b8a09f73fa7990d564","is_oa":true,"landing_page_url":"https://doaj.org/article/7d0071ef05d746b8a09f73fa7990d564","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-13 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11095731","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12284016","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01782-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01782-0","pdf_url":"https://www.nature.com/articles/s41746-025-01782-0.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1917175781","display_name":null,"funder_award_id":"Serra-H\u00fanter","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G2064873908","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3005324705","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3496606419","display_name":null,"funder_award_id":"W81XWH-13-1-0297 and W81XWH-16-1-0497","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4079952795","display_name":null,"funder_award_id":"MICIU/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4119534169","display_name":null,"funder_award_id":"W81XWH","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4816244515","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5937384242","display_name":null,"funder_award_id":"W81XWH-13-1-0297","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G6008399536","display_name":null,"funder_award_id":"MICIU/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6838057026","display_name":null,"funder_award_id":"2021 SGR 01421","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7485650711","display_name":null,"funder_award_id":"W81XWH-16-1-0497","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8168569826","display_name":null,"funder_award_id":"WFL-CA-21/23","funder_id":"https://openalex.org/F4320310327","funder_display_name":"Wings for Life"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8632625050","display_name":null,"funder_award_id":"W81XWH-13","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G8638682022","display_name":null,"funder_award_id":"10.13039/50110001103","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320308297","display_name":"Craig H. Neilsen Foundation","ror":"https://ror.org/00k0a6x92"},{"id":"https://openalex.org/F4320310327","display_name":"Wings for Life","ror":"https://ror.org/043zam433"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320324085","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Salud Mental","ror":"https://ror.org/009byq155"},{"id":"https://openalex.org/F4320332622","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412545680.pdf","grobid_xml":"https://content.openalex.org/works/W4412545680.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1480271113","https://openalex.org/W1491255615","https://openalex.org/W1493241108","https://openalex.org/W1506200090","https://openalex.org/W1598612182","https://openalex.org/W1802770486","https://openalex.org/W1972181112","https://openalex.org/W1976526581","https://openalex.org/W1977109514","https://openalex.org/W1980906292","https://openalex.org/W1989477264","https://openalex.org/W2014958031","https://openalex.org/W2017064261","https://openalex.org/W2037112704","https://openalex.org/W2041474803","https://openalex.org/W2067824679","https://openalex.org/W2097360283","https://openalex.org/W2107824237","https://openalex.org/W2113727890","https://openalex.org/W2122825543","https://openalex.org/W2128349740","https://openalex.org/W2135829509","https://openalex.org/W2159179533","https://openalex.org/W2162800060","https://openalex.org/W2168175751","https://openalex.org/W2295124130","https://openalex.org/W2396881363","https://openalex.org/W2546450966","https://openalex.org/W2560947306","https://openalex.org/W2617126548","https://openalex.org/W2756453187","https://openalex.org/W2770666188","https://openalex.org/W2797719877","https://openalex.org/W2886296499","https://openalex.org/W2903325146","https://openalex.org/W2913249489","https://openalex.org/W2917550409","https://openalex.org/W2955503221","https://openalex.org/W2958960109","https://openalex.org/W2962830479","https://openalex.org/W2992158676","https://openalex.org/W3003090043","https://openalex.org/W3023398099","https://openalex.org/W3045038610","https://openalex.org/W3098804274","https://openalex.org/W3112643301","https://openalex.org/W3119547934","https://openalex.org/W3121170363","https://openalex.org/W3125004654","https://openalex.org/W3130586988","https://openalex.org/W3165129751","https://openalex.org/W3193408387","https://openalex.org/W3202266915","https://openalex.org/W3212360201","https://openalex.org/W4213416459","https://openalex.org/W4225358253","https://openalex.org/W4225527246","https://openalex.org/W4226200933","https://openalex.org/W4247943214","https://openalex.org/W4283832901","https://openalex.org/W4291396593","https://openalex.org/W4294541781","https://openalex.org/W4313439128","https://openalex.org/W4313545577","https://openalex.org/W4386305978","https://openalex.org/W4387761701","https://openalex.org/W4393392636","https://openalex.org/W4403747698"],"related_works":["https://openalex.org/W2386002113","https://openalex.org/W3034714285","https://openalex.org/W2382449071","https://openalex.org/W3030915957","https://openalex.org/W2373132269","https://openalex.org/W3108466129","https://openalex.org/W2051966709","https://openalex.org/W2392162854","https://openalex.org/W2008911041","https://openalex.org/W2744023513"],"abstract_inverted_index":{"Routinely":[0],"collected":[1,16],"blood":[2,17,51],"tests":[3,18],"can":[4],"reflect":[5],"underlying":[6],"pathophysiological":[7],"processes.":[8],"We":[9,53],"demonstrate":[10],"that":[11],"the":[12,59,101,108,121,133],"dynamics":[13],"of":[14,62,86,103,141],"routinely":[15],"hold":[19],"prediction":[20,61],"validity":[21],"in":[22,67],"acute":[23],"Spinal":[24],"Cord":[25],"Injury":[26],"(SCI).":[27],"Using":[28],"MIMIC":[29],"data":[30,39],"(n":[31,40],"=":[32,41],"2615)":[33],"for":[34,43,49,58,123],"modeling":[35],"and":[36,71],"TRACK-SCI":[37],"study":[38],"137)":[42],"validation,":[44],"we":[45],"identified":[46],"multiple":[47],"trajectories":[48],"common":[50],"markers.":[52],"developed":[54],"machine":[55],"learning":[56],"models":[57,131],"dynamic":[60],"in-hospital":[63,79],"mortality,":[64],"SCI":[65,72,104,124],"occurrence":[66],"spine":[68,106],"trauma":[69],"patients,":[70],"severity":[73,125,134],"(motor":[74],"complete":[75],"vs.":[76],"incomplete).":[77],"The":[78],"mortality":[80],"model":[81],"achieved":[82,114],"an":[83],"out-of-train":[84],"ROC-AUC":[85,110,122],"0.79":[87],"[0.77-0.81]":[88],"day":[89,97,116,119],"one":[90],"post-injury,":[91],"improving":[92],"to":[93],"0.89":[94],"[0.88-0.89]":[95],"by":[96,115],"21.":[98,117],"For":[99],"detecting":[100],"presence":[102],"after":[105],"trauma,":[107],"highest":[109],"was":[111,126],"0.71":[112],"[0.69-0.72]":[113],"By":[118],"seven,":[120],"0.81":[127],"[0.77-0.85].":[128],"Our":[129],"full":[130],"outperformed":[132],"score":[135],"SAPS":[136],"II":[137],"following":[138],"seven":[139],"days":[140],"hospitalization.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
