{"id":"W4402945822","doi":"10.1016/j.lana.2024.100899","title":"Facilitators of and barriers to buprenorphine initiation in the emergency department: a scoping review","year":2024,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Ontario Centre of Excellence for Child and Youth Mental Health; Mental Health Research Canada; Institute for Work & Health; Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Buprenorphine; Emergency department; Medicine; Medical emergency; Psychology; Nursing; Opioid","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":[0.01108513,0.001362732,0.003573285,0.009611971,0.0009126524,0.003448558,0.001603966,0.001949541,0.003336939],"category_scores_gemma":[0.03949781,0.001034902,0.004641597,0.01092136,0.0008167622,0.00244727,0.001940275,0.001617629,0.0004271906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212195,"about_ca_system_score_gemma":0.02415407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839897,"about_ca_topic_score_gemma":0.05282554,"domain_scores_codex":[0.994287,0.002024006,0.001577374,0.0003759588,0.001450037,0.0002856725],"domain_scores_gemma":[0.9705209,0.02218826,0.003203498,0.0003198053,0.003486379,0.0002811578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008492464,0.00003972563,0.0008672393,0.7532493,0.002539824,0.0001023186,0.0009331671,0.0002395867,0.0001653091,0.001373486,0.005367602,0.2350374],"study_design_scores_gemma":[0.00002866255,0.00006543127,0.002338808,0.9340778,0.009194352,0.0001697517,0.0008430029,0.00008087431,0.0001478566,0.0004348227,0.05259618,0.00002244798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004458154,0.9980761,0.000141656,0.000462797,0.0001211806,0.0001399108,0.00007364419,0.000004818035,0.0005340425],"genre_scores_gemma":[0.002577413,0.996642,0.0002624527,0.0001981785,0.00003248822,0.0001295455,0.00005307956,0.000001867882,0.0001030297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01839897,"threshold_uncertainty_score":0.05862451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365926399566756,"score_gpt":0.4626281286057111,"score_spread":0.3260354886490355,"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."}}