{"id":"W1525683927","doi":"10.1016/j.drugalcdep.2015.06.017","title":"Identification of smokers, drinkers and risky drinkers by general practitioners","year":2015,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Logistic regression; Occupational safety and health; Confidence interval; Psychological intervention; Injury prevention; Suicide prevention; Environmental health; Poison control; Demography; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007118532,0.0002484399,0.0005836547,0.001409339,0.0007969308,0.0008045082,0.0004566795,0.001200996,0.004062276],"category_scores_gemma":[0.004109166,0.0003487914,0.0006411096,0.001076073,0.0002133686,0.001178882,0.0007697505,0.0009063956,0.0004372725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623027,"about_ca_system_score_gemma":0.0008718939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793936,"about_ca_topic_score_gemma":0.03989082,"domain_scores_codex":[0.9991257,0.0002128861,0.0001017713,0.00009309747,0.0002452053,0.0002213602],"domain_scores_gemma":[0.9986761,0.0002917305,0.0004844132,0.0000476785,0.0001629001,0.0003371126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006761398,0.00008452457,0.9970636,0.00001889765,0.00001869151,0.0000811929,0.0001547341,0.000007281448,0.00009557122,0.00001374575,0.0001416183,0.002252561],"study_design_scores_gemma":[0.000006247353,0.00008839639,0.9984334,0.00002954723,0.00002244277,0.0002262829,0.00085725,0.0000777579,0.00002339307,0.00003611733,0.0001960189,0.000003159399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995877,0.00110143,0.00006746477,0.0004285413,0.00002134998,0.00005375776,0.0004410579,0.000004607958,0.002004748],"genre_scores_gemma":[0.9977036,0.0006067946,0.0001691602,0.0002471356,0.00003164766,0.00002336171,0.000300291,0.000002550975,0.0009154485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793936,"threshold_uncertainty_score":0.03566986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589318238872397,"score_gpt":0.2980175280315723,"score_spread":0.2721243456428484,"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."}}