{"id":"W6886054219","doi":"10.14288/1.0373098","title":"The role of medical students’ training and community placement as a tool to enhance medical education in Canada","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Harm reduction; Training (meteorology); Mental health; Addiction; Addiction treatment; Opioid overdose; Scale (ratio); Health care","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":[0.003132938,0.0002901669,0.0003075753,0.001234844,0.01365541,0.003606011,0.003333754,0.002055857,0.01346606],"category_scores_gemma":[0.009541592,0.0005113644,0.0004241327,0.00115357,0.002955189,0.00110656,0.007425933,0.003975611,0.0006790163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05654629,"about_ca_system_score_gemma":0.3315872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9378417,"about_ca_topic_score_gemma":0.9861482,"domain_scores_codex":[0.9956923,0.0009256973,0.00006870967,0.0001691584,0.0005942839,0.002549815],"domain_scores_gemma":[0.947971,0.001081514,0.0007866998,0.0002511888,0.002903452,0.047006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008863155,0.004126015,0.1740952,0.001427462,0.00009640233,0.003197274,0.02940195,0.001371785,0.002889997,0.01011669,0.1807745,0.5916163],"study_design_scores_gemma":[0.0005071205,0.001697578,0.6652983,0.002240843,0.00009713275,0.0009305693,0.07107632,0.001967181,0.001436351,0.002516869,0.2519397,0.0002919213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7235562,0.006383794,0.001105843,0.2165974,0.002348581,0.0008256932,0.0006145363,0.0002480401,0.04832004],"genre_scores_gemma":[0.9654613,0.002778863,0.003085328,0.01393763,0.0003277398,0.0001823116,0.0001713531,0.00005203352,0.01400344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9434537,"threshold_uncertainty_score":0.410274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549566554929754,"score_gpt":0.3890816222467657,"score_spread":0.3635859566974681,"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."}}