{"id":"W2944047434","doi":"10.1136/sbmj.j3707","title":"One in 10 medical students exceeds weekly alcohol consumption guidance, a <i>Student BMJ</i> survey finds","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Health and Well-being Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Alcohol consumption; Medical school; Consumption (sociology); Psychology; Medical education; Medicine; Alcohol; History; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009525515,0.0002317892,0.000245563,0.001233511,0.0009269195,0.0008751675,0.0003626641,0.0009811472,0.01992619],"category_scores_gemma":[0.005078895,0.0002566673,0.0005463423,0.001760999,0.0003874257,0.0007285272,0.0007933926,0.00120116,0.003755073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049773,"about_ca_system_score_gemma":0.001569651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02258981,"about_ca_topic_score_gemma":0.05537802,"domain_scores_codex":[0.9987984,0.0002507451,0.0001138188,0.0001069127,0.0003722158,0.000357977],"domain_scores_gemma":[0.9938046,0.0008196014,0.002017695,0.0001790999,0.0007817891,0.002397221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008857384,0.0001708692,0.957488,0.0001516633,0.00005621517,0.0001026408,0.0007067503,0.00001513296,0.0008383052,0.0001469796,0.01410958,0.02612527],"study_design_scores_gemma":[0.000008340384,0.0001183269,0.9899057,0.00007003312,0.00002223682,0.0001806082,0.001925184,0.00004398237,0.0002813188,0.00005132188,0.007383568,0.000009514087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663908,0.001281777,0.0003126323,0.008580879,0.0004387037,0.00005938059,0.005464486,0.000136232,0.0173351],"genre_scores_gemma":[0.9784635,0.001375582,0.000437043,0.005436169,0.0002779409,0.00004431749,0.002865522,0.00002546395,0.01107443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258981,"threshold_uncertainty_score":0.06665975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112325567854969,"score_gpt":0.4801012476308213,"score_spread":0.3677756797758523,"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."}}