{"id":"W4232215240","doi":"10.21203/rs.3.rs-54663/v2","title":"A retrospective quantitative implementation evaluation of Safer Opioid Prescribing, a Canadian continuing education program","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"SAFER; Continuing education; Opioid; Opioid abuse; Pharmacy; Medical education; Medicine; Family medicine; Computer science; Computer security; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008420917,0.000844873,0.0009847479,0.005234443,0.007531738,0.00219569,0.002359257,0.0012524,0.002227022],"category_scores_gemma":[0.02407675,0.001189954,0.001011438,0.009810373,0.002587409,0.001261191,0.002989507,0.001964458,0.0004766476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06710942,"about_ca_system_score_gemma":0.1212195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589348,"about_ca_topic_score_gemma":0.9678882,"domain_scores_codex":[0.9855241,0.003292157,0.001368949,0.001303282,0.005683253,0.002828225],"domain_scores_gemma":[0.9606185,0.004533967,0.007308215,0.00161173,0.02198026,0.003947255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877319,0.003896661,0.9251346,0.0006290044,0.0002191641,0.0002617665,0.02331623,0.0004810025,0.0006621623,0.0003883837,0.003704943,0.03942873],"study_design_scores_gemma":[0.0001946406,0.002147657,0.9820993,0.0001408097,0.0001144968,0.00006018924,0.01176447,0.0003316874,0.0003782982,0.00004745852,0.002653338,0.00006760234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891014,0.0003290655,0.0004128515,0.0002526303,0.00002200124,0.003691969,0.003830078,0.00003023702,0.00232978],"genre_scores_gemma":[0.9860086,0.000451692,0.002412793,0.0008315651,0.0000355903,0.003548534,0.003442338,0.00002621452,0.003242701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06710942,"threshold_uncertainty_score":0.4869152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3839562047395579,"score_gpt":0.5960159577609103,"score_spread":0.2120597530213524,"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."}}