{"id":"W2333969261","doi":"10.1177/1559827612468836","title":"Alcohol, Health, and Injuries","year":2012,"lang":"en","type":"article","venue":"American Journal of Lifestyle Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Vancouver General Hospital; University of Alberta","funders":"","keywords":"Medicine; Intervention (counseling); Alcohol consumption; Injury prevention; Suicide prevention; Public health; Poison control; Alcohol abuse; Human factors and ergonomics; Binge drinking; Occupational safety and health; Alcohol; Psychiatry; Environmental health; Nursing","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":[0.0003264965,0.0001953762,0.0002500871,0.001431384,0.0009215636,0.001340447,0.0001632322,0.001116238,0.01702935],"category_scores_gemma":[0.001386905,0.0001141063,0.0002772215,0.001440129,0.0008571685,0.0007223382,0.0008982439,0.0009225365,0.0009261598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009332289,"about_ca_system_score_gemma":0.00119298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126761,"about_ca_topic_score_gemma":0.03531303,"domain_scores_codex":[0.9995376,0.0001395513,0.0000405206,0.00003672102,0.0001515366,0.00009412028],"domain_scores_gemma":[0.9992867,0.00009381647,0.0002050426,0.00003297385,0.0001390643,0.0002425217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002845556,0.001173572,0.4639559,0.001233242,0.0003399839,0.001196368,0.001293299,0.0003601287,0.000542593,0.03139469,0.08456707,0.4136586],"study_design_scores_gemma":[0.00001914681,0.0002418091,0.8123976,0.001780912,0.0001205982,0.001884639,0.00281734,0.0001678783,0.0001283992,0.01372684,0.1666864,0.00002835752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2042153,0.3741126,0.0005935884,0.1278389,0.003852281,0.0001553904,0.00286229,0.00007825185,0.2862915],"genre_scores_gemma":[0.713634,0.2282692,0.0008847632,0.01325495,0.003559934,0.00007651757,0.001277127,0.00001396021,0.03902958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02126761,"threshold_uncertainty_score":0.05696881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623655232816106,"score_gpt":0.3386566613248164,"score_spread":0.3124201089966553,"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."}}