{"id":"W3020244341","doi":"10.1371/journal.pone.0232191","title":"A retrospective cohort study evaluating correlates of deep tissue infections among patients enrolled in opioid agonist treatment using administrative data in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Laurentian University","funders":"Institute for Clinical Evaluative Sciences; Northern Ontario Academic Medicine Association","keywords":"Medicine; Retrospective cohort study; Incidence (geometry); Logistic regression; Population; Internal medicine; Cohort study; Buprenorphine; Cohort; Database; Emergency medicine; Opioid; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009832985,0.0002931679,0.0004074131,0.001306891,0.001694671,0.001008965,0.000899179,0.0002558298,0.001195225],"category_scores_gemma":[0.003186112,0.0004131359,0.000473897,0.003700594,0.0005539007,0.0003405524,0.0007924602,0.0004977491,0.000125635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009105252,"about_ca_system_score_gemma":0.01541778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9477496,"about_ca_topic_score_gemma":0.9674994,"domain_scores_codex":[0.9984815,0.0001467164,0.0001340523,0.0002527807,0.0005554627,0.0004295727],"domain_scores_gemma":[0.9963188,0.0002320966,0.001604816,0.0002250002,0.001116327,0.0005028657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002208412,0.000006752441,0.9992867,0.000008851529,0.00002227359,0.00002538269,0.00009666519,0.00001243997,0.00004306909,0.00001180667,0.0001565575,0.0003074941],"study_design_scores_gemma":[0.000003714518,0.00001604119,0.9992204,0.00001328478,0.00001692015,0.0000400877,0.0003518646,0.00007409919,0.00001825526,0.000004289909,0.0002381998,0.000002918057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941467,0.0003483629,0.0001247106,0.0001093713,0.000007425628,0.00007431553,0.004359475,0.000005545491,0.0008239882],"genre_scores_gemma":[0.9975864,0.0002544995,0.0001260257,0.00006059998,0.000005289368,0.00002935677,0.001718976,0.000002495665,0.0002165277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05225044,"threshold_uncertainty_score":0.1051162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466219010337196,"score_gpt":0.3612874872879515,"score_spread":0.2146655862542319,"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."}}