{"id":"W4414710471","doi":"10.1016/j.rehab.2025.102017","title":"Absence from work in the 12 months following mild traumatic brain injury in Europe: a CENTER-TBI cohort study","year":2025,"lang":"en","type":"article","venue":"Annals of Physical and Rehabilitation Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital; Oslo universitetssykehus HF; Trnavská univerzita v Trnave; School of Health and Related Research, University of Sheffield; Kepler Universitätsklinikum; Medisinske fakultet, Universitetet i Oslo; Universitaire Ziekenhuizen Leuven, KU Leuven; Monash University; Manchester Biomedical Research Centre; Department of Neurology, University of Pittsburgh; Centre Hospitalier Universitaire de Poitiers; Vilnius University; Berlin Institute of Health; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; Szegedi Tudományegyetem; Helsingin ja Uudenmaan Sairaanhoitopiiri; Turun Yliopistollinen Keskussairaala; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Umeå Universitet; Debreceni Egyetem; University of Manitoba; Universiteit Antwerpen; All-India Institute of Medical Sciences; Radboud Universitair Medisch Centrum; Kauno Technologijos Universitetas; Charité – Universitätsmedizin Berlin; Odense Universitetshospital; Universitätsklinikum Heidelberg; Australian National University; Oxford Brookes University; Universitair Ziekenhuis Antwerpen; University of Sheffield; School of Medicine, Johns Hopkins University; Medizinische Universität Wien; Karolinska Institutet; University of Glasgow; University Hospitals; Liverpool Women's NHS Foundation Trust; Turun Yliopisto; Norges Teknisk-Naturvitenskapelige Universitet; Harvard University; Haaglanden Medisch Centrum; Leids Universitair Medisch Centrum; Medizinische Universität Innsbruck; FP7 Coordination of Research Activities; Université de Liège; European Commission; Surgical Reconstruction and Microbiology Research Centre; Pécsi Tudományegyetem; Massachusetts General Hospital; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino","keywords":"Traumatic brain injury; Cohort study; Cohort; Retrospective cohort study; Rehabilitation; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465261,0.0004368684,0.0006786314,0.001491584,0.0008275073,0.001207683,0.0007418469,0.0006415888,0.001023151],"category_scores_gemma":[0.001869046,0.0004537381,0.0008326891,0.002157296,0.0003516207,0.0007494561,0.001240775,0.0006626318,0.000272697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053788,"about_ca_system_score_gemma":0.0006048304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02636339,"about_ca_topic_score_gemma":0.03234207,"domain_scores_codex":[0.9991485,0.0002016034,0.0001234108,0.0002210701,0.0001295122,0.0001759129],"domain_scores_gemma":[0.9985784,0.0001028809,0.0006441163,0.0001543388,0.0001751567,0.0003451759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022993,0.00004751399,0.9987186,0.000008384709,0.00007490435,0.00007360956,0.0001571095,0.00001698774,0.00005517804,0.000007605979,0.00009834148,0.0006394032],"study_design_scores_gemma":[0.000004699672,0.0000463485,0.9994917,0.00000735201,0.00001846894,0.00009115544,0.0002171671,0.00002745775,0.000009504413,0.000003722983,0.00007975286,0.000002660604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999044,0.0001859005,0.00004225843,0.00001886555,0.000004516296,0.00001447109,0.0005535814,0.000001712387,0.0001346917],"genre_scores_gemma":[0.998609,0.0002247965,0.00007771886,0.00003421847,0.000008921518,0.00002113977,0.0008699042,0.000002624676,0.0001518091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02636339,"threshold_uncertainty_score":0.0524199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208560197759269,"score_gpt":0.4114838559292905,"score_spread":0.3393982539516978,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}