{"id":"W2887981662","doi":"10.5055/jom.2018.0452","title":"A case for opioid education and training for medical students, residents, and allied health staff: response to “educational intervention for physicians to address the risk of opioid abuse”","year":2018,"lang":"en","type":"article","venue":"Journal of Opioid Management","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Intervention (counseling); Opioid; Opioid abuse; Opioid use disorder; Substance abuse; Opioid epidemic; Nursing; Medical education; Family medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008176502,0.0005695923,0.0004812117,0.0006830563,0.02785617,0.005207051,0.005666694,0.05220862,0.01119822],"category_scores_gemma":[0.028872,0.0008424484,0.001565178,0.00054175,0.007175669,0.005352017,0.007177674,0.04531259,0.001121805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008028629,"about_ca_system_score_gemma":0.02269678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415062,"about_ca_topic_score_gemma":0.05099511,"domain_scores_codex":[0.9869298,0.005001664,0.0007530908,0.001125752,0.002098504,0.004091213],"domain_scores_gemma":[0.9731972,0.007492344,0.002298442,0.0008544819,0.004821083,0.01133631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002540709,0.002466741,0.0390818,0.000561707,0.0001491578,0.192158,0.08664552,0.0007978249,0.004591185,0.04532631,0.5733944,0.05457342],"study_design_scores_gemma":[0.0002609394,0.0008980716,0.02426495,0.002100957,0.0001202264,0.06485996,0.2682782,0.002764177,0.001937567,0.0270531,0.6071022,0.000359688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02687934,0.0003568729,0.0007897219,0.9603477,0.00348816,0.0000828843,0.00001611481,0.00005451617,0.007984805],"genre_scores_gemma":[0.2076851,0.0007166105,0.004558423,0.7746516,0.003963906,0.0001550139,0.00002761826,0.00007825609,0.008163537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05220862,"threshold_uncertainty_score":0.05825204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858702754435062,"score_gpt":0.4107056192132598,"score_spread":0.3821185916689092,"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."}}