{"id":"W3209120799","doi":"10.1097/adm.0000000000000928","title":"Trends in Hospitalizations for Serious Infections Among People With Opioid Use Disorder in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Hydromorphone; Opioid use disorder; Population; Mortality rate; Emergency medicine; Opioid; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225752,0.0001568844,0.000510736,0.000675183,0.00007107262,0.00001295818,0.00005293207,0.00007919318,0.0007460791],"category_scores_gemma":[0.0005376666,0.0001213164,0.00005473914,0.001251538,0.00005525924,0.0002871055,0.00001221547,0.0005050988,3.760485e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000986549,"about_ca_system_score_gemma":0.001807869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7745193,"about_ca_topic_score_gemma":0.9988033,"domain_scores_codex":[0.9983959,0.00004820278,0.0006982687,0.0001728235,0.000453622,0.0002312278],"domain_scores_gemma":[0.9986272,0.0001636752,0.0002869729,0.0001832453,0.0005213307,0.0002175637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556354,0.0003174504,0.9741895,0.00002038566,0.00009538142,0.0002471653,0.004472667,0.002038946,0.00007771932,0.00002002244,0.0156999,0.002665264],"study_design_scores_gemma":[0.005823136,0.001262056,0.9494036,0.0005525324,0.0002173563,0.0004685487,0.006618467,0.0003779089,0.0000336169,0.00001278879,0.03512012,0.0001098834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926336,0.0002072871,0.001578136,0.004117177,0.0006100319,0.0002276913,0.00001228787,0.00001160721,0.0006021811],"genre_scores_gemma":[0.9952336,0.0001353716,0.0004635977,0.0003400244,0.0002317426,0.00002564984,0.0001563227,0.00002955477,0.003384146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242841,"threshold_uncertainty_score":0.8169043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384651351996783,"score_gpt":0.279689651988462,"score_spread":0.2658431384684941,"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."}}