{"id":"W2911534236","doi":"10.1503/cmaj.71147","title":"An old–new problem: alcohol use among medical students","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medical school; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003090078,0.0005384902,0.0008188409,0.0009619697,0.005197128,0.002493401,0.001119193,0.02391554,0.006326964],"category_scores_gemma":[0.01534886,0.0006234207,0.0007240039,0.0008778605,0.002111502,0.003273048,0.00144382,0.02318624,0.00436063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003692464,"about_ca_system_score_gemma":0.005010068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265558,"about_ca_topic_score_gemma":0.032037,"domain_scores_codex":[0.9972873,0.0008150013,0.0002852161,0.0003090284,0.0009224862,0.00038109],"domain_scores_gemma":[0.9917608,0.003354758,0.0008837224,0.0001993497,0.001750258,0.002051069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002940266,0.00003186765,0.00114459,0.0000345557,0.000005729891,0.0009601104,0.0003815914,0.00001129069,0.0001322439,0.0004396056,0.9911727,0.005656139],"study_design_scores_gemma":[0.0001159925,0.0002277305,0.01109621,0.001137172,0.00004302921,0.005921561,0.004524638,0.000418326,0.000451399,0.004095238,0.9717985,0.0001701395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006633622,0.0005612845,0.00002736746,0.9861901,0.0109861,0.000005101618,0.00004460291,0.0000142047,0.001507856],"genre_scores_gemma":[0.005324098,0.0008545466,0.00008418442,0.965775,0.02379493,0.00001572533,0.00002724257,0.00001710534,0.004107096],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02391554,"threshold_uncertainty_score":0.0450474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765768942216209,"score_gpt":0.4133922359004432,"score_spread":0.3657345464782811,"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."}}