{"id":"W4414939191","doi":"10.1016/j.injury.2025.112788","title":"Alcohol use disorder is associated with inpatient admission after mild traumatic brain injury","year":2025,"lang":"en","type":"article","venue":"Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alcohol use disorder; Odds; Traumatic brain injury; Odds ratio; Poison control; Hospital admission; Injury prevention; Alcohol intoxication","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":[0.0003913739,0.0003531392,0.0005085308,0.001225194,0.001211155,0.001167264,0.0005588676,0.0007921216,0.005068898],"category_scores_gemma":[0.005472881,0.000380101,0.000652125,0.001647569,0.0005375363,0.000709452,0.0008742356,0.001435555,0.0003908087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989069,"about_ca_system_score_gemma":0.001386953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843712,"about_ca_topic_score_gemma":0.03376828,"domain_scores_codex":[0.999168,0.0001963204,0.0001448102,0.00007163861,0.0001922614,0.0002269363],"domain_scores_gemma":[0.9938326,0.0008722756,0.003418365,0.0002186355,0.0005226339,0.001135584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137033,0.00007553779,0.9980895,0.00001467382,0.0000447059,0.0002587862,0.00006673636,0.00001315279,0.0001459166,0.00001969341,0.0001513621,0.001006181],"study_design_scores_gemma":[0.000002397399,0.00002783594,0.9990076,0.00001146023,0.00001707111,0.0003726946,0.0003705987,0.00006567396,0.00002663998,0.00002981838,0.00006405781,0.000004076391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976593,0.0004491862,0.00004849999,0.0002332221,0.0000359715,0.00001300552,0.0002489339,0.00000716699,0.001304687],"genre_scores_gemma":[0.9987819,0.0003894411,0.00008508736,0.00008519812,0.00006723419,0.000007887126,0.0002841213,0.000003259881,0.0002959064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843712,"threshold_uncertainty_score":0.0366596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394841803137037,"score_gpt":0.3684459962706698,"score_spread":0.3044975782392995,"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."}}