{"id":"W4387712587","doi":"10.9778/cmajo.20210050","title":"Academic detailing to improve appropriate opioid prescribing: a mixed-methods process evaluation","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"De Beers (Canada); Public Health Ontario; McMaster University; Women's College Hospital; Trillium Health Centre; University of Toronto","funders":"U.S. Department of Veterans Affairs","keywords":"Academic detailing; Medicine; Qualitative research; Outreach; Opioid use disorder; Medical education; Nursing; Opioid; Family medicine; Psychology; Psychological intervention; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1738933,0.001837621,0.00269462,0.003121568,0.004537744,0.004339837,0.00393109,0.002192948,0.005731496],"category_scores_gemma":[0.1578541,0.001301816,0.004652956,0.003521193,0.00203715,0.003270603,0.005342483,0.002249854,0.0004935106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01715651,"about_ca_system_score_gemma":0.04905109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085388,"about_ca_topic_score_gemma":0.02112774,"domain_scores_codex":[0.8531414,0.1154398,0.0119687,0.00322466,0.01288156,0.003343844],"domain_scores_gemma":[0.8487034,0.09740333,0.01282874,0.006722682,0.03002895,0.004312799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02259145,0.03527598,0.01862635,0.04262559,0.002641695,0.0003234269,0.05840784,0.003028467,0.001267222,0.004542227,0.004614546,0.8060552],"study_design_scores_gemma":[0.1505523,0.2911417,0.1011448,0.1275355,0.02476722,0.0006435695,0.1269594,0.02279302,0.01870831,0.02071532,0.1136444,0.001394544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.517278,0.01066041,0.0502241,0.00385144,0.0005640263,0.4032511,0.002080019,0.0005319145,0.01155902],"genre_scores_gemma":[0.4306777,0.005394006,0.1887265,0.001563702,0.0001628596,0.3712806,0.0005385412,0.00008366878,0.00157236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738933,"threshold_uncertainty_score":0.9196466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902452620228847,"score_gpt":0.4381208373933549,"score_spread":0.3690963111910665,"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."}}