{"id":"W4416140856","doi":"10.1177/08977151251394006","title":"Three-Month Outcomes of Traumatic Brain Injury in the General Population: A Sunnybrook Traumatic Brain Injury Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; University of British Columbia; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Rivermead post-concussion symptoms questionnaire; Traumatic brain injury; Logistic regression; Observational study; Cohort study; Poison control; Injury prevention; Injury Severity Score; Prospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009701673,0.0006168734,0.000807716,0.001309101,0.001389506,0.001191025,0.0009176059,0.0008242833,0.001963657],"category_scores_gemma":[0.002306195,0.0005800754,0.0009751781,0.002206955,0.0003895998,0.001042365,0.001192089,0.0009642324,0.000518325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482585,"about_ca_system_score_gemma":0.001322622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06882092,"about_ca_topic_score_gemma":0.08978336,"domain_scores_codex":[0.9991401,0.0001401976,0.0001167562,0.0002373934,0.0001807948,0.0001846691],"domain_scores_gemma":[0.9981219,0.00008941152,0.000663846,0.0002294998,0.0004236503,0.0004716181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140313,0.00005213933,0.9989442,0.000008584946,0.00006617633,0.00008484851,0.0001140322,0.0000122394,0.00006023257,0.000005382619,0.0001878279,0.0003503312],"study_design_scores_gemma":[0.00001684512,0.00006110292,0.9993524,0.000007444534,0.00003007779,0.00008748284,0.0002557478,0.0000366466,0.00001345159,0.000005721804,0.0001274966,0.00000553302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976797,0.0001768752,0.00003931773,0.00006039551,0.00001017184,0.00004202861,0.001731107,0.000003846439,0.0002565809],"genre_scores_gemma":[0.9966627,0.000231784,0.00009767563,0.000075554,0.00002163065,0.00007905172,0.002522949,0.000006026847,0.0003026189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06882092,"threshold_uncertainty_score":0.1368407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255580389491842,"score_gpt":0.4259048763700295,"score_spread":0.3003468374208452,"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."}}