{"id":"W2754819360","doi":"10.1097/htr.0000000000000341","title":"Alcohol and Drug Use Before and During the First Year After Traumatic Brain Injury","year":2017,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Traumatic brain injury; Drug; Medicine; Psychology; Psychiatry; Anesthesia","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":[0.0004113954,0.0002586996,0.000362971,0.0009598932,0.0006601004,0.0006332099,0.0003438788,0.0005659981,0.001491548],"category_scores_gemma":[0.001493238,0.000288984,0.0005234652,0.0007497347,0.0002105795,0.0005612776,0.0004834634,0.0005659118,0.0003414667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967711,"about_ca_system_score_gemma":0.0004832754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777008,"about_ca_topic_score_gemma":0.03177143,"domain_scores_codex":[0.9996461,0.00004814106,0.00005169498,0.00007214207,0.00007790746,0.0001040473],"domain_scores_gemma":[0.9985843,0.00006893165,0.0008279074,0.00005291235,0.000144823,0.0003211587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527835,0.0001110158,0.9988417,0.00001047881,0.00003348902,0.00002949243,0.0000796371,0.000008121758,0.00007985292,0.000002973243,0.00003445891,0.0006160031],"study_design_scores_gemma":[0.000002737245,0.0001266208,0.9996464,0.000002954009,0.000008978413,0.00005164607,0.00009681219,0.000009202609,0.00001885277,0.000001821039,0.00003225573,0.000001622728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992324,0.0001130188,0.00001454424,0.00001239651,0.000004481559,0.00001678689,0.000447508,0.000001385275,0.0001574589],"genre_scores_gemma":[0.9986145,0.0001488987,0.00005542326,0.00002109647,0.00000988384,0.00002050411,0.0008410552,9.595404e-7,0.0002875912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01777008,"threshold_uncertainty_score":0.03533328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823116383015464,"score_gpt":0.353886646798969,"score_spread":0.3156554829688143,"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."}}