{"id":"W2115331172","doi":"10.1177/1460408609349888","title":"Alcohol, drugs and trauma: consequences, screening and intervention in 2009","year":2009,"lang":"en","type":"article","venue":"Trauma","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Intervention (counseling); Psychological intervention; Brief intervention; Recreational Drug; Medical emergency; Family medicine; Nursing; Psychiatry; Drug","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":[0.0007404463,0.0001793124,0.0002436349,0.0004724865,0.0006763106,0.0005477734,0.00029729,0.0009534985,0.003852925],"category_scores_gemma":[0.001717362,0.0001603151,0.0001920143,0.0005691843,0.0002911618,0.0006545466,0.0007799043,0.001038551,0.0004905765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538927,"about_ca_system_score_gemma":0.002614691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541061,"about_ca_topic_score_gemma":0.07693274,"domain_scores_codex":[0.9996963,0.00009789541,0.00005280351,0.0000225232,0.0000591527,0.00007140888],"domain_scores_gemma":[0.9994893,0.00006952358,0.00009229493,0.00001311222,0.0001124033,0.000223343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001624218,0.005193976,0.2249933,0.001176579,0.00006448601,0.003804372,0.001577666,0.0005183547,0.001720867,0.002272258,0.1090532,0.6480007],"study_design_scores_gemma":[0.0004595385,0.003208547,0.7721146,0.001323536,0.0001040404,0.005538673,0.004035572,0.0008297882,0.001795397,0.001027333,0.2095104,0.00005259486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6952472,0.07856894,0.001372039,0.1667221,0.005421886,0.001353866,0.00448088,0.0001859533,0.04664716],"genre_scores_gemma":[0.8463208,0.07848191,0.004699744,0.03352061,0.002796616,0.000527571,0.002189144,0.00003556793,0.03142804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541061,"threshold_uncertainty_score":0.05052543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09676296272354626,"score_gpt":0.3900343151289286,"score_spread":0.2932713524053824,"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."}}