{"id":"W3036796963","doi":"10.1111/acem.14054","title":"Emergency Department–initiated Interventions for Patients With Opioid Use Disorder: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Hôpital du Sacré-Cœur de Montréal; University of Alberta; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Buprenorphine; CINAHL; Opioid use disorder; Psychological intervention; Emergency department; MEDLINE; Medical prescription; Systematic review; Opioid; Intensive care medicine; Psychiatry; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005535685,0.001577926,0.008290264,0.0004820992,0.0001908525,0.000001994861,0.0006701945,0.0006123933,0.001975774],"category_scores_gemma":[0.003952185,0.0009767128,0.002080926,0.001717163,0.0001071709,0.0002357227,0.0001627515,0.001266294,0.0002459025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566568,"about_ca_system_score_gemma":0.0003985813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003581027,"about_ca_topic_score_gemma":0.00001090534,"domain_scores_codex":[0.9900631,0.0004450092,0.006123716,0.001370011,0.001123908,0.000874249],"domain_scores_gemma":[0.9940362,0.000316383,0.002966071,0.001309052,0.0006687289,0.0007035873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004405018,0.0005948604,0.002046467,0.9500089,0.003254582,0.00001433149,0.0001522271,2.447688e-8,3.184092e-8,0.0000571606,0.0371001,0.006727229],"study_design_scores_gemma":[0.001387311,0.001512629,0.00009489225,0.5611715,0.04952632,0.00001895996,0.0000343247,0.000002166193,2.368061e-8,0.00001940582,0.3857224,0.0005099923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002725195,0.9658768,0.0002434003,0.0005621094,0.001534549,0.03057262,0.000794397,0.0002707579,0.0001181863],"genre_scores_gemma":[0.00001010166,0.9716785,0.0001459153,0.000236159,0.0004017928,0.01149411,0.0141352,0.0003517199,0.001546521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3888374,"threshold_uncertainty_score":0.9996969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050013185525789,"score_gpt":0.4098265980410062,"score_spread":0.3048252794884273,"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."}}