{"id":"W4409049109","doi":"10.1097/htr.0000000000001056","title":"Patient and Hospital Factors Associated With Hospital Course for Patients With Mild Traumatic Brain Injury","year":2025,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Interquartile range; Logistic regression; Confidence interval; Odds ratio; Propensity score matching; Emergency medicine; Retrospective cohort study; Injury Severity Score; Poison control; Injury prevention; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000357328,0.0002327681,0.0005621195,0.0001985237,0.0001243372,0.00003714844,0.00006658441,0.0000971971,0.000005957871],"category_scores_gemma":[0.001123457,0.0001507538,0.0001904316,0.0002796306,0.0002116514,0.0003218578,0.00000743986,0.0002386978,2.145105e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123633,"about_ca_system_score_gemma":0.0001343324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003989803,"about_ca_topic_score_gemma":0.00001414803,"domain_scores_codex":[0.9982696,0.0001127286,0.0006671767,0.0002393368,0.0004888082,0.0002223373],"domain_scores_gemma":[0.9972305,0.001332042,0.0005002707,0.0001788165,0.0006318105,0.0001265214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00311051,0.006730116,0.9272779,0.0008920435,0.001333631,0.000005986597,0.01227492,0.00001793278,0.00005178914,0.0002859734,0.00341295,0.04460623],"study_design_scores_gemma":[0.007074358,0.03303655,0.9539329,0.001547549,0.0004740971,0.000002355021,0.003044605,0.00002508042,0.000153757,0.0003120086,0.0002223367,0.0001744279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937546,0.0002092419,0.0002509768,0.003960633,0.0002579408,0.001464814,0.00004042029,0.00002225766,0.00003910579],"genre_scores_gemma":[0.9975575,0.000003559582,0.002137958,0.0001660797,0.00002329283,0.00003591375,0.00003161583,0.00002434885,0.0000197045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0444318,"threshold_uncertainty_score":0.6147563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194501650232389,"score_gpt":0.2772503692575993,"score_spread":0.2653053527552754,"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."}}