{"id":"W4285798360","doi":"10.1371/journal.pmed.1004049","title":"Opioid agonist treatment and risk of death or rehospitalization following injection drug use–associated bacterial and fungal infections: A cohort study in New South Wales, Australia","year":2022,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"National Institute on Drug Abuse; National Drug and Alcohol Research Centre; Canadian Institutes of Health Research; National Institutes of Health; National Coronial Information System; Seqirus; Medical Research Council; NSW Ministry of Health; Faculty of Medicine, Dalhousie University; Indivior; Department of Health and Aged Care, Australian Government; National Health and Medical Research Council; Dalhousie University; University of New South Wales; National Institute for Health and Care Research; Killam Trusts; Australian Government","keywords":"Medicine; Hazard ratio; Buprenorphine; Bacteremia; Sepsis; Cohort; Internal medicine; Proportional hazards model; Endocarditis; Cohort study; Interquartile range; Methadone; Confidence interval; Surgery; Opioid; Antibiotics; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006032911,0.0002481633,0.0006988866,0.000345504,0.0002224042,0.00001931128,0.0000451201,0.00006941587,0.000156632],"category_scores_gemma":[0.001279666,0.0001934884,0.00004335909,0.0005734535,0.00006239579,0.0001352621,0.00006880962,0.0002712998,0.000001224832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411122,"about_ca_system_score_gemma":0.000219809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072936,"about_ca_topic_score_gemma":0.005906501,"domain_scores_codex":[0.9979148,0.0003671813,0.0005823195,0.0004314585,0.0004652241,0.0002390397],"domain_scores_gemma":[0.9990144,0.0002132899,0.0002816269,0.0002403683,0.00006101398,0.0001892797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005681094,0.001244192,0.9576901,0.00003570331,0.000635566,0.00006785568,0.03860503,0.00001843104,0.000530071,0.000004488155,0.0002283585,0.0003721392],"study_design_scores_gemma":[0.01131975,0.008506154,0.9558799,0.0002073067,0.002117374,0.00003148291,0.02133818,0.0001823959,0.00009614289,0.00001845948,0.0001383449,0.0001645629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969729,0.0001351491,0.00001003052,0.0001157874,0.0003974213,0.002192955,0.00005928862,0.00007364825,0.00004286692],"genre_scores_gemma":[0.9966755,0.0001992913,0.0000443196,0.0000188921,0.0002000893,0.0001361936,0.0002447157,0.00003647268,0.00244455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726685,"threshold_uncertainty_score":0.9857917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633985945006782,"score_gpt":0.3311584568900749,"score_spread":0.2677598623893968,"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."}}