{"id":"W2979542762","doi":"","title":"An Assessment of Opioid Prescribing Behaviors in Ontario Family Physicians before and after Participation in ECHO Chronic Pain/Opioid Stewardship","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Opioid; Chronic pain; Medicine; Echo (communications protocol); Psychiatry; Family medicine; Psychology; Political science; Internal medicine; Receptor","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":[0.0009292596,0.0001706829,0.0002280674,0.000932604,0.002670754,0.001108751,0.0006727448,0.0008334927,0.003125357],"category_scores_gemma":[0.004875445,0.0003263216,0.0005646605,0.001235943,0.000443131,0.000530233,0.0009036654,0.0009745033,0.0003573581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369452,"about_ca_system_score_gemma":0.02218369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8474748,"about_ca_topic_score_gemma":0.9506631,"domain_scores_codex":[0.9987761,0.0001470677,0.00008586732,0.0001098205,0.0004349882,0.0004461806],"domain_scores_gemma":[0.9948184,0.0003702135,0.0011825,0.00007760119,0.001586267,0.001965026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000090425,0.0002472758,0.9939224,0.00001091114,0.00001733268,0.00005295931,0.00207771,0.00001691592,0.0001364749,0.00001795683,0.0005112172,0.002898297],"study_design_scores_gemma":[0.000003997704,0.00005169554,0.9975199,0.000008326942,0.000004715444,0.000008429324,0.00198711,0.0000272386,0.00001888626,0.000003540385,0.0003630833,0.000003047384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996997,0.00008112354,0.00001929356,0.0003449894,0.00001198259,0.00006434996,0.0005375072,0.000002286503,0.001941415],"genre_scores_gemma":[0.9952487,0.0001947602,0.0001692268,0.0003221608,0.00001674513,0.0000600575,0.0006410023,0.000002699227,0.00334469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1525252,"threshold_uncertainty_score":0.3068469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391343451416017,"score_gpt":0.3274763812069924,"score_spread":0.3135629466928322,"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."}}