{"id":"W4297697746","doi":"10.1136/bmjebm-2022-podabstracts.113","title":"191 EBM and the opioid epidemic","year":2022,"lang":"en","type":"article","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bridgepoint Active Healthcare; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Guideline; Medicine; Chronic pain; Scholarship; Population; Opioid; Perspective (graphical); Evidence-based medicine; Alternative medicine; Family medicine; Psychiatry; Political science; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01272441,0.0003293068,0.0005443235,0.002674285,0.003800834,0.01040383,0.001560702,0.005602745,0.02952464],"category_scores_gemma":[0.04011864,0.0003023487,0.0007366237,0.003802126,0.003999222,0.01024739,0.006358308,0.005680146,0.004004502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007163813,"about_ca_system_score_gemma":0.01034649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729459,"about_ca_topic_score_gemma":0.009436499,"domain_scores_codex":[0.9899912,0.005098237,0.0006358293,0.0004398321,0.002876552,0.0009583932],"domain_scores_gemma":[0.9776313,0.01358833,0.00153745,0.0006569463,0.004819406,0.001766616],"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":[0.00003719491,0.00005103123,0.0008339929,0.002365864,0.00002482448,0.0002560239,0.008940337,0.00007353166,0.0002618433,0.05756912,0.8164185,0.1131677],"study_design_scores_gemma":[0.000005102775,0.00001359885,0.0007475789,0.002548384,0.000005432989,0.00007272948,0.005713949,0.00003004114,0.00006546836,0.005117993,0.9856662,0.00001357783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005037748,0.07360676,0.001597363,0.783374,0.03348249,0.0001956067,0.0004391846,0.0001213668,0.1021455],"genre_scores_gemma":[0.09933995,0.1084092,0.005819477,0.6646693,0.03585933,0.0007554453,0.0008662987,0.0003687333,0.08391231],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02952464,"threshold_uncertainty_score":0.09876978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096417236043321,"score_gpt":0.2613050159443108,"score_spread":0.2503408435838776,"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."}}