{"id":"W2132906915","doi":"10.1136/bmj.a2155","title":"Alcohol consumption and alcohol counselling behaviour among US medical students: cohort study","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Psychological intervention; Odds ratio; Cohort; Alcohol consumption; Affect (linguistics); Family medicine; Confidence interval; Alcohol; Primary care; Multivariate analysis; Psychology; 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":[0.001279833,0.0003610849,0.0003791322,0.0008164491,0.0006562621,0.0007783915,0.0004276854,0.0005736732,0.001486884],"category_scores_gemma":[0.002445009,0.0005942751,0.0005990092,0.00109902,0.000254517,0.0006207976,0.0006559276,0.0008409554,0.000376705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889871,"about_ca_system_score_gemma":0.0006956424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02482149,"about_ca_topic_score_gemma":0.03027185,"domain_scores_codex":[0.9991873,0.0001921294,0.00006750079,0.0001565946,0.0001729487,0.0002235416],"domain_scores_gemma":[0.9982105,0.0001944546,0.0006978977,0.000173606,0.0002272873,0.0004962115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008873171,0.00008142409,0.9991325,0.000004151937,0.00003354083,0.00002675621,0.00009322898,0.000006627555,0.00005351398,0.000003698886,0.00007869166,0.0003971224],"study_design_scores_gemma":[0.00002081179,0.0002186804,0.9990968,0.000008714345,0.00002801158,0.00008565356,0.0002781487,0.00008164037,0.00003027616,0.000005508657,0.0001417927,0.00000398354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992311,0.00008908133,0.00004047481,0.00003287693,0.000006939543,0.00002636785,0.0004180567,0.00000199576,0.0001531887],"genre_scores_gemma":[0.9990672,0.0001035242,0.00008812179,0.00004084984,0.000009961202,0.00003919087,0.0004393395,0.000001982213,0.0002097165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02482149,"threshold_uncertainty_score":0.04935402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234878346096652,"score_gpt":0.3664561917087727,"score_spread":0.3141074082478061,"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."}}