{"id":"https://openalex.org/W4412856017","doi":"https://doi.org/10.1093/jamia/ocaf120","title":"Predicting intracranial pressure monitor placement in children with traumatic brain injury: a prospective cohort study to develop a clinical decision support tool","display_name":"Predicting intracranial pressure monitor placement in children with traumatic brain injury: a prospective cohort study to develop a clinical decision support tool","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4412856017","doi":"https://doi.org/10.1093/jamia/ocaf120","pmid":"https://pubmed.ncbi.nlm.nih.gov/40743458"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf120","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf120","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1093/jamia/ocaf120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015816926","display_name":"Seth Russell","orcid":"https://orcid.org/0000-0002-2436-1367"},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seth Russell","raw_affiliation_strings":["Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":"https://orcid.org/0000-0002-2436-1367","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035672994","display_name":"Peter E. DeWitt","orcid":"https://orcid.org/0000-0002-6391-0795"},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter E DeWitt","raw_affiliation_strings":["Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":"https://orcid.org/0000-0002-6391-0795","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088623554","display_name":"Laura Helmkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I163612194","display_name":"Outcomes Research Consortium","ror":"https://ror.org/041w69847","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I163612194"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura Helmkamp","raw_affiliation_strings":["Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I163612194"]},{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I163612194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013685752","display_name":"Kathryn Colborn","orcid":"https://orcid.org/0000-0001-8399-6330"},"institutions":[{"id":"https://openalex.org/I151808059","display_name":"Colorado School of Public Health","ror":"https://ror.org/005x9g035","country_code":"US","type":"education","lineage":["https://openalex.org/I151808059"]},{"id":"https://openalex.org/I163612194","display_name":"Outcomes Research Consortium","ror":"https://ror.org/041w69847","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I163612194"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn Colborn","raw_affiliation_strings":["Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biostatistics and Informatics, Colorado School of Public Health , Aurora, CO 80045,","Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, United States","Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I163612194"]},{"raw_affiliation_string":"Department of Biostatistics and Informatics, Colorado School of Public Health , Aurora, CO 80045,","institution_ids":["https://openalex.org/I151808059"]},{"raw_affiliation_string":"Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I151808059"]},{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I163612194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070688512","display_name":"Charlotte Gray","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096275","display_name":"Children's Hospital Colorado","ror":"https://ror.org/00mj9k629","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096275"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charlotte Gray","raw_affiliation_strings":["Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110575838","display_name":"Margaret Rebull","orcid":null},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Margaret Rebull","raw_affiliation_strings":["Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109673024","display_name":"Yamila Sierra","orcid":null},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yamila L Sierra","raw_affiliation_strings":["Department of Medicine, University of Colorado School of Medicine , Aurora, CO 80045,","Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112396673","display_name":"Rachel M. Greer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096275","display_name":"Children's Hospital Colorado","ror":"https://ror.org/00mj9k629","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096275"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Greer","raw_affiliation_strings":["Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092960334","display_name":"Lexi Petruccelli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096275","display_name":"Children's Hospital Colorado","ror":"https://ror.org/00mj9k629","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096275"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lexi Petruccelli","raw_affiliation_strings":["Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094119284","display_name":"Sara Shankman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096275","display_name":"Children's Hospital Colorado","ror":"https://ror.org/00mj9k629","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096275"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Shankman","raw_affiliation_strings":["Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine , Aurora, CO 80045,","Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States","Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital Colorado Research Institute , Aurora, CO 80045,","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]},{"raw_affiliation_string":"Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I4210096275","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083090050","display_name":"Todd C. Hankinson","orcid":"https://orcid.org/0000-0002-6288-9496"},"institutions":[{"id":"https://openalex.org/I163612194","display_name":"Outcomes Research Consortium","ror":"https://ror.org/041w69847","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I163612194"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd C Hankinson","raw_affiliation_strings":["Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","Pediatric Neurosurgery, University of Colorado School of Medicine , Aurora, CO 80045,","Pediatric Neurosurgery, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I163612194"]},{"raw_affiliation_string":"Pediatric Neurosurgery, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Pediatric Neurosurgery, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076917512","display_name":"Fuyong Xing","orcid":"https://orcid.org/0000-0003-0982-8675"},"institutions":[{"id":"https://openalex.org/I151808059","display_name":"Colorado School of Public Health","ror":"https://ror.org/005x9g035","country_code":"US","type":"education","lineage":["https://openalex.org/I151808059"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fuyong Xing","raw_affiliation_strings":["Department of Biostatistics and Informatics, Colorado School of Public Health , Aurora, CO 80045,","Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Informatics, Colorado School of Public Health , Aurora, CO 80045,","institution_ids":["https://openalex.org/I151808059"]},{"raw_affiliation_string":"Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I151808059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070746797","display_name":"David J. Albers","orcid":"https://orcid.org/0000-0002-5369-526X"},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J Albers","raw_affiliation_strings":["Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":"https://orcid.org/0000-0002-5369-526X","affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075439357","display_name":"Tellen D. Bennett","orcid":"https://orcid.org/0000-0003-1483-4236"},"institutions":[{"id":"https://openalex.org/I163612194","display_name":"Outcomes Research Consortium","ror":"https://ror.org/041w69847","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I163612194"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tellen D Bennett","raw_affiliation_strings":["Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine , Aurora, CO 80045,","Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States"],"raw_orcid":"https://orcid.org/0000-0003-1483-4236","affiliations":[{"raw_affiliation_string":"Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I163612194"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine , Aurora, CO 80045,","institution_ids":["https://openalex.org/I921990950"]},{"raw_affiliation_string":"Section of Critical Care Medicine, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States","institution_ids":["https://openalex.org/I921990950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5015816926"],"corresponding_institution_ids":["https://openalex.org/I921990950"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":2.3969,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89247587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"33","issue":"1","first_page":"182","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.005799999926239252,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.0031999999191612005,"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/glasgow-coma-scale","display_name":"Glasgow Coma Scale","score":0.7980948686599731},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7933071255683899},{"id":"https://openalex.org/keywords/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.6315456628799438},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6204320788383484},{"id":"https://openalex.org/keywords/intracranial-pressure","display_name":"Intracranial pressure","score":0.5332489013671875},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.5178563594818115},{"id":"https://openalex.org/keywords/prospective-cohort-study","display_name":"Prospective cohort study","score":0.5113305449485779},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.48390325903892517},{"id":"https://openalex.org/keywords/intubation","display_name":"Intubation","score":0.4815562069416046},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.4522349238395691},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.41125309467315674},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.1917577087879181},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1790417730808258},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.1768520176410675},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15945973992347717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1367799937725067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12695187330245972}],"concepts":[{"id":"https://openalex.org/C17624336","wikidata":"https://www.wikidata.org/wiki/Q461644","display_name":"Glasgow Coma Scale","level":2,"score":0.7980948686599731},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7933071255683899},{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.6315456628799438},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6204320788383484},{"id":"https://openalex.org/C2780954326","wikidata":"https://www.wikidata.org/wiki/Q1416096","display_name":"Intracranial pressure","level":2,"score":0.5332489013671875},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.5178563594818115},{"id":"https://openalex.org/C188816634","wikidata":"https://www.wikidata.org/wiki/Q2113324","display_name":"Prospective cohort study","level":2,"score":0.5113305449485779},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.48390325903892517},{"id":"https://openalex.org/C2778716859","wikidata":"https://www.wikidata.org/wiki/Q939018","display_name":"Intubation","level":2,"score":0.4815562069416046},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.4522349238395691},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.41125309467315674},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.1917577087879181},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1790417730808258},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.1768520176410675},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15945973992347717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1367799937725067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12695187330245972},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015600","descriptor_name":"Glasgow Coma Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015600","descriptor_name":"Glasgow Coma Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015600","descriptor_name":"Glasgow Coma Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015600","descriptor_name":"Glasgow Coma Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015600","descriptor_name":"Glasgow Coma Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaf120","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf120","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:40743458","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40743458","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12758473","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12758473/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf120","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf120","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319786","display_name":"Colorado Department of Human Services","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W329125924","https://openalex.org/W1923018190","https://openalex.org/W1994682257","https://openalex.org/W1998165757","https://openalex.org/W2009136147","https://openalex.org/W2030259238","https://openalex.org/W2056424628","https://openalex.org/W2064675550","https://openalex.org/W2077927847","https://openalex.org/W2079934709","https://openalex.org/W2102900144","https://openalex.org/W2143795152","https://openalex.org/W2159639142","https://openalex.org/W2160599482","https://openalex.org/W2170559169","https://openalex.org/W2282821441","https://openalex.org/W2339486203","https://openalex.org/W2527828311","https://openalex.org/W2592585239","https://openalex.org/W2612690371","https://openalex.org/W2736091234","https://openalex.org/W2747727134","https://openalex.org/W2918247631","https://openalex.org/W2940101762","https://openalex.org/W2945976633","https://openalex.org/W2963048752","https://openalex.org/W2989721874","https://openalex.org/W4224238239","https://openalex.org/W4233293307","https://openalex.org/W4284967330","https://openalex.org/W4287497924","https://openalex.org/W4307500787","https://openalex.org/W4411392672","https://openalex.org/W6611339851","https://openalex.org/W6840481914"],"related_works":["https://openalex.org/W1837011436","https://openalex.org/W2811310582","https://openalex.org/W2326314491","https://openalex.org/W2581082145","https://openalex.org/W24573175","https://openalex.org/W1983474538","https://openalex.org/W4410222084","https://openalex.org/W4388142801","https://openalex.org/W2000956203","https://openalex.org/W2109399622"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Clinicians":[1],"currently":[2],"make":[3],"decisions":[4],"about":[5],"placing":[6],"an":[7,23,45,79,182,185,218],"intracranial":[8],"pressure":[9],"(ICP)":[10],"monitor":[11,47,246],"in":[12,248],"children":[13,92,123,249],"with":[14,93,114,132,143,250],"traumatic":[15],"brain":[16],"injury":[17],"(TBI)":[18],"without":[19],"the":[20,98,151,199],"benefit":[21],"of":[22,31,44,82,175,187,192,198,220,225,237],"accurate":[24],"clinical":[25,240],"decision":[26,241],"support":[27,242],"tool.":[28],"The":[29,71,178,195,208],"goal":[30],"this":[32],"study":[33,62],"was":[34,63,206],"to":[35,68,97,129,204,233],"develop":[36],"and":[37,48,136,141,170,235],"validate":[38],"a":[39,144,163,238],"model":[40],"that":[41],"predicts":[42],"placement":[43,247],"ICP":[46,126,156,245],"updates":[49],"as":[50,78],"new":[51],"information":[52],"becomes":[53],"available.":[54],"MATERIALS":[55],"AND":[56],"METHODS:":[57],"A":[58],"prospective":[59],"observational":[60],"cohort":[61],"conducted":[64],"from":[65,201],"September":[66],"2014":[67],"January":[69],"2024.":[70],"setting":[72],"included":[73],"one":[74,104,117],"US":[75],"hospital":[76,193,226],"designated":[77],"American":[80],"College":[81],"Surgeons":[83],"Level":[84],"1":[85],"Pediatric":[86],"Trauma":[87],"Center.":[88],"Participants":[89],"were":[90,168],"389":[91,152],"acute":[94],"TBI":[95],"admitted":[96],"ICU":[99],"who":[100,124],"had":[101],"at":[102,115],"least":[103,116],"Glasgow":[105],"Coma":[106],"Scale":[107],"(GCS)":[108],"score":[109],"\u2264":[110,119],"8":[111],"or":[112],"intubation":[113],"GCS-Motor":[118],"5.":[120],"We":[121],"excluded":[122],"received":[125,155],"monitors":[127],"prior":[128],"arrival,":[130],"those":[131,142],"GCS":[133],"=":[134],"3":[135],"bilateral":[137],"fixed,":[138],"dilated":[139],"pupils,":[140],"do":[145],"not":[146],"resuscitate":[147],"order.":[148],"RESULTS:":[149],"Of":[150],"participants,":[153],"138":[154],"monitoring.":[157],"Several":[158],"machine":[159],"learning":[160],"models,":[161],"including":[162],"recurrent":[164],"neural":[165],"network":[166,212],"(RNN),":[167],"developed":[169],"validated":[171],"using":[172],"4":[173],"combinations":[174],"input":[176],"data.":[177],"best":[179,209],"performing":[180,210],"model,":[181,213],"RNN,":[183],"achieved":[184,217],"F1":[186,197,219],"0.71":[188],"within":[189,222],"720":[190,205,223],"minutes":[191,224],"arrival.":[194,227],"cumulative":[196],"RNN":[200],"minute":[202],"0":[203],"0.61.":[207],"non-neural":[211],"standard":[214],"logistic":[215],"regression,":[216],"0.36":[221],"CONCLUSIONS:":[228],"These":[229],"findings":[230],"will":[231],"contribute":[232],"design":[234],"implementation":[236],"multidisciplinary":[239],"tool":[243],"for":[244],"TBI.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}