{"id":"W4409220973","doi":"10.1016/j.ajem.2025.04.011","title":"Initiation of extended-release buprenorphine in emergency department patients: A retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto; NOSM University","funders":"","keywords":"Buprenorphine; Emergency department; Retrospective cohort study; Medicine; Cohort; Emergency medicine; Medical emergency; Psychiatry; Internal medicine; Opioid","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":[0.0007483256,0.0004442643,0.0005893748,0.0008272455,0.0008241676,0.001329186,0.0005873702,0.0009066469,0.00265306],"category_scores_gemma":[0.002886276,0.0008095179,0.001035963,0.001286612,0.0004103502,0.001213447,0.0006637347,0.001333729,0.0004520613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917645,"about_ca_system_score_gemma":0.0007512275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300266,"about_ca_topic_score_gemma":0.004601796,"domain_scores_codex":[0.9989241,0.0002097973,0.0001381148,0.0003591016,0.0001413033,0.00022753],"domain_scores_gemma":[0.9972402,0.0004820577,0.001253113,0.0003384647,0.0002353475,0.0004507454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002185072,0.0001011782,0.9987852,0.000008038695,0.00009768315,0.0001512143,0.00008088947,0.00001154309,0.0001300262,0.00001225072,0.00006419011,0.0003393298],"study_design_scores_gemma":[0.00002970451,0.0002679517,0.9978594,0.0000126673,0.00008605366,0.0007320315,0.0006466827,0.0001180067,0.00005005068,0.00002078923,0.000165702,0.00001098906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991481,0.0001979766,0.00007028805,0.0000282081,0.00001019113,0.00001313289,0.0002791817,0.000001971958,0.0002507865],"genre_scores_gemma":[0.9991047,0.0001726197,0.00007808158,0.0000597094,0.00001601388,0.00001368839,0.0003990203,0.000003469652,0.000152708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004300266,"threshold_uncertainty_score":0.00887537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322465308970167,"score_gpt":0.3241584184562328,"score_spread":0.3109337653665311,"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."}}