{"id":"W3128655188","doi":"10.1186/s12909-021-02529-7","title":"A retrospective quantitative implementation evaluation of Safer Opioid Prescribing, a Canadian continuing education program","year":2021,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Temerty Faculty of Medicine, University of Toronto; Health Canada; University of Toronto","keywords":"Descriptive statistics; Medicine; Rurality; Medical education; Fidelity; Intervention (counseling); SAFER; Continuing medical education; Logistic regression; Program evaluation; Family medicine; Nursing; Continuing education; Rural area","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02327829,0.001010565,0.0008011631,0.004170246,0.005728394,0.001495967,0.001873435,0.0008106271,0.002016878],"category_scores_gemma":[0.04248429,0.000867387,0.001039703,0.005348959,0.002032463,0.0009049269,0.002135888,0.001131592,0.0004137675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04992639,"about_ca_system_score_gemma":0.1166404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8828785,"about_ca_topic_score_gemma":0.9052745,"domain_scores_codex":[0.9773765,0.006097936,0.002127,0.002093752,0.009713035,0.002591798],"domain_scores_gemma":[0.9414085,0.006226541,0.008370903,0.002652206,0.03719524,0.004146439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001884121,0.00502963,0.7855776,0.002433257,0.0003994982,0.0005131228,0.05242853,0.001111573,0.002089666,0.0009664136,0.01499169,0.132575],"study_design_scores_gemma":[0.0003464379,0.00438815,0.961341,0.0005334715,0.0001613173,0.00008689009,0.01599243,0.0008235777,0.001108303,0.0001282248,0.0149767,0.0001133696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479014,0.0005358789,0.003214023,0.0008019099,0.00005967698,0.02946842,0.01079774,0.0001199498,0.007101051],"genre_scores_gemma":[0.928032,0.0008656476,0.01711925,0.001808726,0.00009951943,0.03907543,0.00724252,0.00007481549,0.005682017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9500736,"threshold_uncertainty_score":0.3622431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4025394986888616,"score_gpt":0.6780713069718115,"score_spread":0.2755318082829499,"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."}}