{"id":"W2980594484","doi":"10.1136/bmjebm-2019-ebmlive.100","title":"19 A tale of ill-managed pain and the opioid epidemic","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Oxycodone; Medicine; Opioid; Medical prescription; Chronic pain; Cancer pain; Heroin; Addiction; Psychiatry; Alternative medicine; Pharmacology; Drug","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":[0.004152653,0.000592399,0.0006245977,0.001723469,0.006959435,0.01051193,0.00119377,0.007680285,0.0208981],"category_scores_gemma":[0.01103118,0.0003252693,0.0006755415,0.00177691,0.01073853,0.01541468,0.007733057,0.01446311,0.002629591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005737048,"about_ca_system_score_gemma":0.009400837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061506,"about_ca_topic_score_gemma":0.0130323,"domain_scores_codex":[0.9963256,0.001361347,0.0001712908,0.0003109892,0.001111928,0.0007188394],"domain_scores_gemma":[0.9937854,0.001824775,0.000567748,0.0003379978,0.001050049,0.002434056],"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":[0.000102847,0.0001524251,0.00543173,0.0003967153,0.00004974101,0.001028464,0.006381109,0.0001712351,0.0002898661,0.3459266,0.5559239,0.08414528],"study_design_scores_gemma":[0.00003004547,0.00009605796,0.004609057,0.001156052,0.00001437065,0.0007612708,0.006828203,0.0001760676,0.00008175355,0.1145127,0.8716826,0.00005174477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00598714,0.02686073,0.0006022645,0.9302512,0.007403795,0.00002262121,0.0001718313,0.00004369081,0.02865671],"genre_scores_gemma":[0.1546112,0.1117448,0.002228021,0.658245,0.03926794,0.0001562861,0.0003924581,0.000222471,0.03313181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0208981,"threshold_uncertainty_score":0.06991112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323940150204779,"score_gpt":0.2906981186123568,"score_spread":0.2774587171103091,"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."}}