{"id":"W3014167269","doi":"10.1136/bmj.m772","title":"Opioid agonist treatment and risk of mortality during opioid overdose public health emergency: population based retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Ministry of Health; BC Centre for Disease Control; AIDS Vancouver","funders":"","keywords":"Medicine; Buprenorphine; Population; Retrospective cohort study; Opioid use disorder; Relative risk; Methadone; (+)-Naloxone; Confidence interval; Emergency medicine; Cohort study; Standardized mortality ratio; Opioid; Internal medicine; Anesthesia; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950256,0.0002476936,0.0006515224,0.00007813938,0.0001648657,0.00001541028,0.00005064678,0.00005171186,0.0001283615],"category_scores_gemma":[0.0001740691,0.0002117019,0.0001201158,0.0002853374,0.00002602961,0.0000811731,0.00004138183,0.0001033887,0.000005851776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006277831,"about_ca_system_score_gemma":0.0003094166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008665283,"about_ca_topic_score_gemma":0.000541541,"domain_scores_codex":[0.9980053,0.0001799339,0.0006053917,0.0005297361,0.000408354,0.0002713398],"domain_scores_gemma":[0.9987228,0.00001679797,0.0003812489,0.0004634328,0.00009911868,0.0003165869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477134,0.001719207,0.9935847,0.0001774973,0.0006938052,0.00001466784,0.003065288,0.00001265945,0.0000475942,0.0000200846,0.0001141355,0.0004026598],"study_design_scores_gemma":[0.003764308,0.002358152,0.9919425,0.00002426453,0.0004212866,0.000001834962,0.000731249,0.0003885573,0.0001502878,0.0000247684,0.00005041208,0.0001423372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930398,0.000407346,0.00003199597,0.002009952,0.0001248441,0.003927096,0.000178875,0.00008927231,0.0001907835],"genre_scores_gemma":[0.9984151,0.0005560464,0.0002623663,0.00007423021,0.0001223618,0.0002179794,0.0002657126,0.00003184901,0.00005432668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008123742,"threshold_uncertainty_score":0.9979361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831427722888912,"score_gpt":0.3357874794258336,"score_spread":0.2974732021969445,"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."}}