{"id":"https://openalex.org/W4385857754","doi":"https://doi.org/10.1038/s41746-023-00890-z","title":"Applying machine learning to consumer wearable data for the early detection of complications after pediatric appendectomy","display_name":"Applying machine learning to consumer wearable data for the early detection of complications after pediatric appendectomy","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385857754","doi":"https://doi.org/10.1038/s41746-023-00890-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/37587211"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-023-00890-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00890-z","pdf_url":"https://www.nature.com/articles/s41746-023-00890-z.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/s41746-023-00890-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054162136","display_name":"Hassan Ghomrawi","orcid":"https://orcid.org/0000-0003-1291-5278"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hassan M. K. Ghomrawi","raw_affiliation_strings":["Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Center for Health Services and Outcomes Research, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Department of Medicine (Rheumatology), Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Center for Health Services and Outcomes Research, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Medicine (Rheumatology), Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075380252","display_name":"Megan K. O\u2019Brien","orcid":"https://orcid.org/0000-0001-8069-365X"},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan K. O\u2019Brien","raw_affiliation_strings":["Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-8069-365X","affiliations":[{"raw_affiliation_string":"Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026000080","display_name":"Michela Carter","orcid":"https://orcid.org/0000-0003-3704-1351"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michela Carter","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-3704-1351","affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031219235","display_name":"Rebecca Macaluso","orcid":null},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Macaluso","raw_affiliation_strings":["Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007143647","display_name":"Rushmin Khazanchi","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rushmin Khazanchi","raw_affiliation_strings":["Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063674601","display_name":"Michael Fanton","orcid":"https://orcid.org/0000-0001-8566-5260"},"institutions":[{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Fanton","raw_affiliation_strings":["Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083840712","display_name":"Christopher DeBoer","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher DeBoer","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016293329","display_name":"Samuel Linton","orcid":"https://orcid.org/0000-0003-0181-4105"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel C. Linton","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030671480","display_name":"Suhail Zeineddin","orcid":"https://orcid.org/0000-0003-4729-8433"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suhail Zeineddin","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083200948","display_name":"J. Benjamin Pitt","orcid":"https://orcid.org/0000-0002-7901-5402"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Benjamin Pitt","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7901-5402","affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070104153","display_name":"Megan E. Bouchard","orcid":"https://orcid.org/0000-0001-7362-7582"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan Bouchard","raw_affiliation_strings":["Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022762166","display_name":"Angie Figueroa","orcid":"https://orcid.org/0000-0001-9820-3807"},"institutions":[{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angie Figueroa","raw_affiliation_strings":["Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054690466","display_name":"Soyang Kwon","orcid":"https://orcid.org/0000-0002-9359-704X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1294278766","display_name":"Lurie Children's Hospital","ror":"https://ror.org/03a6zw892","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1294278766"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soyang Kwon","raw_affiliation_strings":["Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I1294278766"]},{"raw_affiliation_string":"Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052800525","display_name":"Jane L. Holl","orcid":"https://orcid.org/0000-0002-2934-1672"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jane L. Holl","raw_affiliation_strings":["Department of Neurology and Center for Healthcare Delivery Science and Innovation, Biological Sciences Division, University of Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology and Center for Healthcare Delivery Science and Innovation, Biological Sciences Division, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038069813","display_name":"Arun Jayaraman","orcid":"https://orcid.org/0000-0002-9302-6693"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I1324242722","display_name":"Shirley Ryan AbilityLab","ror":"https://ror.org/02ja0m249","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324242722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Jayaraman","raw_affiliation_strings":["Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Department of Physical Therapy and Human Movement Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","Shirley Ryan AbilityLab, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Physical Therapy and Human Movement Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Shirley Ryan AbilityLab, Chicago, IL, USA","institution_ids":["https://openalex.org/I1324242722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101437047","display_name":"Fizan Abdullah","orcid":"https://orcid.org/0000-0001-9900-2476"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I4210125713","display_name":"Lurie Children's Hospital","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210125713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fizan Abdullah","raw_affiliation_strings":["Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. fabdullah@luriechildrens.org","Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. fabdullah@luriechildrens.org","Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 63, Chicago, IL, 60611, USA. fabdullah@luriechildrens.org","Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-9900-2476","affiliations":[{"raw_affiliation_string":"Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. fabdullah@luriechildrens.org","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. fabdullah@luriechildrens.org","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pediatric Surgery, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue, Box 63, Chicago, IL, 60611, USA. fabdullah@luriechildrens.org","institution_ids":["https://openalex.org/I4210125713"]},{"raw_affiliation_string":"Center for Global Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5054162136"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":10.4488,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.98996673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"148","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11473","display_name":"Appendicitis Diagnosis and Management","score":0.9847000241279602,"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"}},"topics":[{"id":"https://openalex.org/T11473","display_name":"Appendicitis Diagnosis and Management","score":0.9847000241279602,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12443","display_name":"Delphi Technique in Research","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.705612301826477},{"id":"https://openalex.org/keywords/appendicitis","display_name":"Appendicitis","score":0.6622486710548401},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.6291419863700867},{"id":"https://openalex.org/keywords/complication","display_name":"Complication","score":0.44280779361724854},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.4347694516181946},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.43248164653778076},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.37404125928878784},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.28062349557876587}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.705612301826477},{"id":"https://openalex.org/C2780016130","wikidata":"https://www.wikidata.org/wiki/Q121041","display_name":"Appendicitis","level":2,"score":0.6622486710548401},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.6291419863700867},{"id":"https://openalex.org/C81182388","wikidata":"https://www.wikidata.org/wiki/Q353963","display_name":"Complication","level":2,"score":0.44280779361724854},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.4347694516181946},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.43248164653778076},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.37404125928878784},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.28062349557876587},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-023-00890-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00890-z","pdf_url":"https://www.nature.com/articles/s41746-023-00890-z.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:37587211","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37587211","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:pubmedcentral.nih.gov:10432429","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10432429","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10432429/pdf/41746_2023_Article_890.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a2d31abe72bc4e91ac9a0c45ff1d379e","is_oa":true,"landing_page_url":"https://doaj.org/article/a2d31abe72bc4e91ac9a0c45ff1d379e","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 6, Iss 1, Pp 1-12 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-023-00890-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00890-z","pdf_url":"https://www.nature.com/articles/s41746-023-00890-z.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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385857754.pdf"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W1966716734","https://openalex.org/W1995690303","https://openalex.org/W2002901182","https://openalex.org/W2029912557","https://openalex.org/W2047101697","https://openalex.org/W2065813352","https://openalex.org/W2073559224","https://openalex.org/W2095649738","https://openalex.org/W2130124185","https://openalex.org/W2144173184","https://openalex.org/W2161155706","https://openalex.org/W2220182234","https://openalex.org/W2302336355","https://openalex.org/W2502234648","https://openalex.org/W2533802684","https://openalex.org/W2566717502","https://openalex.org/W2606218968","https://openalex.org/W2752859048","https://openalex.org/W2760374226","https://openalex.org/W2772362066","https://openalex.org/W2790783305","https://openalex.org/W2791128136","https://openalex.org/W2791266559","https://openalex.org/W2793637160","https://openalex.org/W2811172068","https://openalex.org/W2845430556","https://openalex.org/W2889730139","https://openalex.org/W2898175335","https://openalex.org/W2899096912","https://openalex.org/W2903150444","https://openalex.org/W2911253437","https://openalex.org/W2912360256","https://openalex.org/W2914376548","https://openalex.org/W2915046038","https://openalex.org/W2917999143","https://openalex.org/W2939990987","https://openalex.org/W2940553617","https://openalex.org/W2942695710","https://openalex.org/W2953280486","https://openalex.org/W2961838488","https://openalex.org/W2963521919","https://openalex.org/W2966129221","https://openalex.org/W2966316153","https://openalex.org/W2980402342","https://openalex.org/W2985990714","https://openalex.org/W2986003490","https://openalex.org/W2989191746","https://openalex.org/W2995705303","https://openalex.org/W2999317412","https://openalex.org/W3003982618","https://openalex.org/W3013552016","https://openalex.org/W3017005705","https://openalex.org/W3033011280","https://openalex.org/W3040720301","https://openalex.org/W3048476872","https://openalex.org/W3083535211","https://openalex.org/W3095708005","https://openalex.org/W3097651466","https://openalex.org/W3099677663","https://openalex.org/W3104096625","https://openalex.org/W3110689439","https://openalex.org/W3113087560","https://openalex.org/W3133634200","https://openalex.org/W3135572654","https://openalex.org/W3180220131","https://openalex.org/W3209425741","https://openalex.org/W3214881260","https://openalex.org/W3215572702","https://openalex.org/W4220668556","https://openalex.org/W4220683353","https://openalex.org/W4224054486","https://openalex.org/W4224102793","https://openalex.org/W4224252836","https://openalex.org/W4225910671","https://openalex.org/W4226082790","https://openalex.org/W4229075671","https://openalex.org/W4229455648","https://openalex.org/W4283582382","https://openalex.org/W4285324645","https://openalex.org/W4291002514","https://openalex.org/W4294251747","https://openalex.org/W4310517047","https://openalex.org/W4313477949","https://openalex.org/W4315572261","https://openalex.org/W4315620878","https://openalex.org/W4316804718","https://openalex.org/W4318336304","https://openalex.org/W4318925261","https://openalex.org/W4319159924"],"related_works":["https://openalex.org/W4384345078","https://openalex.org/W2791973335","https://openalex.org/W2384709362","https://openalex.org/W2079855793","https://openalex.org/W2097386058","https://openalex.org/W2769982907","https://openalex.org/W2038659832","https://openalex.org/W4388536673","https://openalex.org/W4252242999","https://openalex.org/W2776564670"],"abstract_inverted_index":{"When":[0],"children":[1,81,228],"are":[2,27],"discharged":[3],"from":[4,134],"the":[5,55,162,168,204,213,232],"hospital":[6],"after":[7,83],"surgery,":[8,230],"their":[9,111],"caregivers":[10],"often":[11],"rely":[12],"on":[13,110],"subjective":[14],"assessments":[15],"(e.g.,":[16],"appetite,":[17],"fatigue)":[18],"to":[19,151,156,167,203,219],"monitor":[20],"postoperative":[21,51,125,244],"recovery":[22,78,118,160,188,197],"as":[23,142,144,237],"objective":[24],"assessment":[25],"tools":[26,239],"scarce":[28],"at":[29],"home.":[30],"Such":[31],"imprecise":[32],"and":[33,73,87,100,137,146,174,193,225,231],"one-dimensional":[34],"evaluations":[35],"can":[36],"result":[37],"in":[38,50,75,80,161,190,199,227],"unwarranted":[39],"emergency":[40],"department":[41],"visits":[42],"or":[43,123],"delayed":[44],"care.":[45],"To":[46],"address":[47],"this":[48,130],"gap":[49],"monitoring,":[52],"we":[53],"evaluated":[54],"ability":[56],"of":[57,104,185,195,207,215,222,234,243],"a":[58,107,208],"consumer-grade":[59],"wearable":[60],"device,":[61],"Fitbit,":[62],"which":[63],"records":[64,136],"multimodal":[65],"data":[66],"about":[67],"daily":[68],"physical":[69],"activity,":[70],"heart":[71],"rate,":[72],"sleep,":[74],"detecting":[76],"abnormal":[77,121,159,187,196,223],"early":[79,241],"recovering":[82],"appendectomy.":[84],"One":[85],"hundred":[86],"sixty-two":[88],"children,":[89],"ages":[90],"3-17":[91],"years":[92],"old,":[93],"who":[94],"underwent":[95],"an":[96],"appendectomy":[97],"(86":[98],"complicated":[99,173,191],"76":[101],"simple":[102,175,200],"cases":[103],"appendicitis)":[105],"wore":[106],"Fitbit":[108],"device":[109],"wrist":[112],"for":[113,170,240],"21":[114],"days":[115,164,189,198],"postoperatively.":[116],"Abnormal":[117],"events":[119],"(i.e.,":[120],"symptoms":[122,224],"confirmed":[124],"complications)":[126],"that":[127],"arose":[128],"during":[129],"period":[131],"were":[132,149],"gathered":[133],"medical":[135],"patient":[138],"reports.":[139],"Fitbit-derived":[140],"measures,":[141],"well":[143],"demographic":[145],"clinical":[147],"characteristics,":[148],"used":[150],"train":[152],"machine":[153,216],"learning":[154,217],"models":[155],"retrospectively":[157],"detect":[158],"two":[163],"leading":[165],"up":[166],"event":[169],"patients":[171],"with":[172],"appendicitis.":[176],"A":[177],"balanced":[178],"random":[179],"forest":[180],"classifier":[181],"accurately":[182],"detected":[183],"83%":[184],"these":[186],"appendicitis":[192,201],"70%":[194],"prior":[202],"true":[205],"report":[206],"symptom/complication.":[209],"These":[210],"results":[211],"support":[212],"development":[214],"algorithms":[218],"predict":[220],"onset":[221],"complications":[226],"undergoing":[229],"use":[233],"consumer":[235],"wearables":[236],"monitoring":[238],"detection":[242],"events.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
