{"id":"W3012226782","doi":"10.1111/jvh.13292","title":"New hepatitis C diagnoses in Ontario, Canada are associated with the local prescription patterns of a controlled‐release opioid","year":2020,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; London Health Sciences Centre; Western University","funders":"","keywords":"Hydromorphone; Medicine; Incidence (geometry); Medical prescription; Hepatitis C; Opioid; Oxycodone; Internal medicine; Rate ratio; Methadone; Population; Hepatitis C virus; Poisson regression; Emergency medicine; Anesthesia; Pharmacology; Virology; Environmental health; Virus","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":[0.00009351671,0.0001891189,0.0007521536,0.00006586472,0.00003490662,0.00001703641,0.0001258535,0.00006178801,0.0003245409],"category_scores_gemma":[0.0002231045,0.000118354,0.0001459241,0.0001399386,0.00003053632,0.0001302282,0.00002341032,0.0003993936,0.000001200993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000903682,"about_ca_system_score_gemma":0.002133869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806266,"about_ca_topic_score_gemma":0.9972177,"domain_scores_codex":[0.9982719,0.000108722,0.0006141078,0.0001376671,0.0006526486,0.0002148841],"domain_scores_gemma":[0.9985736,0.0001548197,0.0006744593,0.0001278062,0.0002306627,0.0002386495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146373,0.0002370408,0.9861261,0.00004200744,0.0003402381,0.001095615,0.001564293,0.000188716,0.00002602549,0.000007857259,0.006980735,0.00224502],"study_design_scores_gemma":[0.0114393,0.002379848,0.9830825,0.0007272783,0.0003495912,0.00003025113,0.0004660099,0.000340054,0.0003098844,0.00001481332,0.0007514668,0.0001090182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926558,0.000691471,0.0005739422,0.005303822,0.0001399425,0.0004979649,0.00006012345,0.000006504414,0.00007047099],"genre_scores_gemma":[0.997865,0.000322825,0.00009145776,0.001395482,0.00009241845,0.00001434482,0.00002237799,0.0000209229,0.0001751982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659118,"threshold_uncertainty_score":0.4826337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008500649430252328,"score_gpt":0.2102716070525585,"score_spread":0.2017709576223062,"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."}}