{"id":"W4396529496","doi":"10.36834/cmej.75973","title":"Medical training to effectively support patients who use substances across practice settings: a scoping review of recommended competencies","year":2024,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Acknowledgement; Medical education; Health care; Compassion; Curriculum; Addiction; Medicine; Psychology; Nursing; Psychiatry; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008094542,0.001028318,0.002009858,0.009653089,0.0007383085,0.001850025,0.001589858,0.002001188,0.003613808],"category_scores_gemma":[0.02914285,0.0006126845,0.002087962,0.007204064,0.0008725995,0.001974798,0.001569112,0.001367513,0.0005587169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992099,"about_ca_system_score_gemma":0.01675377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469492,"about_ca_topic_score_gemma":0.03126461,"domain_scores_codex":[0.9959794,0.001247253,0.00126544,0.000227084,0.001122507,0.0001582634],"domain_scores_gemma":[0.9820738,0.01326905,0.001819893,0.0002258167,0.002348086,0.0002633097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005859611,0.00005498772,0.0005471309,0.4049139,0.0004799099,0.0001061054,0.000640045,0.0002258393,0.0002082028,0.001125394,0.008632335,0.5830076],"study_design_scores_gemma":[0.00003201552,0.0000603247,0.002310826,0.9094257,0.001453701,0.0003947801,0.0005291878,0.0000937141,0.0002005268,0.000487197,0.08499191,0.00002017648],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003347548,0.997182,0.0002378983,0.0007807103,0.0001745002,0.0001530696,0.00008542714,0.000007307476,0.00104435],"genre_scores_gemma":[0.002638182,0.9955665,0.001032476,0.0003101306,0.0000495381,0.0001669881,0.00008623151,0.000002691987,0.0001472136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01469492,"threshold_uncertainty_score":0.04280847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213931257455775,"score_gpt":0.5148298214636405,"score_spread":0.3934366957180631,"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."}}