{"id":"W7133064783","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":"","type":"dissertation","venue":"TSpace","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo (communications protocol); Stewardship (theology); Opioid; Christian ministry; Observational study; Cohort; Chronic pain; Primary care","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":[0.0005567218,0.0001518097,0.0001771867,0.0005361987,0.001446559,0.0005238546,0.0004925235,0.0004285803,0.001509881],"category_scores_gemma":[0.002844842,0.0002371835,0.0003001012,0.0008127646,0.0003762821,0.000270223,0.000475214,0.0004243509,0.0001874423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008813816,"about_ca_system_score_gemma":0.008575397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8620226,"about_ca_topic_score_gemma":0.945535,"domain_scores_codex":[0.9993274,0.00007708134,0.00003686023,0.00007461168,0.0002631646,0.0002209381],"domain_scores_gemma":[0.9974617,0.000190658,0.0008664769,0.00005591155,0.0007219312,0.0007033754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347551,0.0001548592,0.9932637,0.00001725375,0.00001382707,0.0000651945,0.002418245,0.00001605502,0.0003437891,0.00001043041,0.0003002392,0.003261586],"study_design_scores_gemma":[0.00000332311,0.00005562278,0.9990176,0.000003235184,0.000003012318,0.000008159276,0.0007238515,0.00001649998,0.00001959102,0.000001415544,0.0001460335,0.000001631146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987757,0.00007014562,0.00001695356,0.00009679264,0.000002799631,0.00003777859,0.0002666774,0.000001314395,0.0007318478],"genre_scores_gemma":[0.9981426,0.0001339537,0.0001106306,0.00009044647,0.000005912904,0.00003188536,0.0003216112,9.177314e-7,0.001161915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379774,"threshold_uncertainty_score":0.2775798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717332587086735,"score_gpt":0.3585820398007316,"score_spread":0.3414087139298643,"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."}}