{"id":"W2941362470","doi":"10.1017/cem.2019.24","title":"Buprenorphine/naloxone induction in a Canadian emergency department with rapid access to community-based addictions providers","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakeridge Health; Queen's University; University of Toronto","funders":"","keywords":"Buprenorphine; (+)-Naloxone; Medicine; Emergency department; Addiction; Medical emergency; Narcotic antagonists; Emergency medicine; Opioid; Psychiatry; 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":[0.0007472396,0.00063562,0.0005544437,0.001088413,0.01585853,0.002908485,0.002483734,0.002805628,0.01370625],"category_scores_gemma":[0.003862263,0.0009044093,0.0007308592,0.002082403,0.002044985,0.00107223,0.00247227,0.006227643,0.0007508193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04914039,"about_ca_system_score_gemma":0.0806384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8536977,"about_ca_topic_score_gemma":0.9658345,"domain_scores_codex":[0.9972082,0.000152362,0.0001652643,0.0002442616,0.0005165103,0.001713472],"domain_scores_gemma":[0.9949847,0.000400694,0.0006731802,0.00006936817,0.0008565283,0.003015493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106472,0.005612928,0.5037254,0.000671126,0.0002934332,0.3534085,0.01187217,0.001785094,0.003534751,0.006207351,0.06911471,0.04270971],"study_design_scores_gemma":[0.0006271274,0.001989242,0.6539865,0.001794337,0.0004955588,0.1638519,0.1142713,0.006484742,0.001307236,0.003482596,0.05110629,0.0006032014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113165,0.001646112,0.0007833119,0.04371577,0.0009054234,0.0008028134,0.001009976,0.00008932569,0.03973084],"genre_scores_gemma":[0.9739153,0.001979676,0.002233388,0.01387973,0.0006526847,0.0001085112,0.0004941204,0.00009338401,0.006643253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8536977,"threshold_uncertainty_score":0.3565402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539620755743734,"score_gpt":0.3306686646217567,"score_spread":0.2652724570643193,"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."}}