{"id":"W4385716936","doi":"10.1136/bmj-2023-074934","title":"Stigma is stopping an evidence based response to drug overdose deaths in the UK","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Drug Abuse; UK Research and Innovation","keywords":"Drug overdose; Medicine; Drug; MEDLINE; Medical emergency; Poison control; Pharmacology; Biology","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":[0.03246668,0.0003537625,0.001045971,0.001645802,0.003968018,0.009257992,0.001822806,0.0173341,0.0159914],"category_scores_gemma":[0.257918,0.0009422676,0.001723665,0.001192194,0.008933086,0.008528559,0.009237528,0.01675523,0.001914772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232259,"about_ca_system_score_gemma":0.02348157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04562223,"about_ca_topic_score_gemma":0.05838801,"domain_scores_codex":[0.9554553,0.02383416,0.005544459,0.00122654,0.009001009,0.004938495],"domain_scores_gemma":[0.7759932,0.1200078,0.03316353,0.006484815,0.03016588,0.0341847],"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":[0.0006854418,0.0004237153,0.0258704,0.005471742,0.0006000201,0.001421658,0.01678835,0.0003553344,0.0005882873,0.02794492,0.7743183,0.1455319],"study_design_scores_gemma":[0.001317392,0.001031027,0.08359031,0.03197655,0.0005981586,0.001629544,0.03969083,0.0005762711,0.0008178545,0.03477645,0.8032939,0.0007016902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005012829,0.004186437,0.00007349975,0.9799413,0.005710732,0.00001677067,0.00004418491,0.00001465313,0.004999678],"genre_scores_gemma":[0.2307649,0.01236162,0.0007227748,0.7381682,0.01201816,0.0001132096,0.0001600604,0.00009229168,0.005598805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04562223,"threshold_uncertainty_score":0.1717023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06556994254936885,"score_gpt":0.3830068789273881,"score_spread":0.3174369363780193,"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."}}