{"id":"W2752993981","doi":"10.9778/cmajo.20170048","title":"Model-based projection of health and economic effects of screening for hepatitis C in Canada","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Hepatitis C virus research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University Health Network","funders":"Canadian Liver Foundation; Gilead Sciences","keywords":"Medicine; Cohort; Context (archaeology); Asymptomatic; Public health; Hepatitis C; Quality-adjusted life year; Demography; Cost effectiveness; Cohort study; Pediatrics; Environmental health; Immunology; Internal medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000350069,0.00004837609,0.0002955656,0.0000587196,0.00006623696,0.00001543558,0.0001341974,0.00002194414,0.00000537286],"category_scores_gemma":[0.0002696607,0.00004769002,0.00001452537,0.00001673901,0.00003613297,0.00009135871,0.00007427483,0.00005305349,2.119717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875599,"about_ca_system_score_gemma":0.003921162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991223,"about_ca_topic_score_gemma":0.9830048,"domain_scores_codex":[0.9994208,0.00003533237,0.0002017567,0.0001260917,0.00008018858,0.0001357814],"domain_scores_gemma":[0.9994221,0.00008005133,0.0001461458,0.0002410727,0.00003704117,0.00007359983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455025,0.00001605106,0.8750534,0.0008902384,0.00001312742,0.000002470245,0.00009723521,0.0001474684,0.0002161609,0.00003678861,0.000486608,0.1228949],"study_design_scores_gemma":[0.004735521,0.0006535635,0.5742611,0.0009378566,0.000009048477,8.305472e-7,0.00003679367,0.408218,0.01052756,0.00005749319,0.000477562,0.00008470201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947652,0.00007744531,0.001596405,0.0005961856,0.0000373743,0.002126693,0.0000359298,0.000001611045,0.0007631066],"genre_scores_gemma":[0.9966111,0.00005139608,0.003045934,0.00009016877,0.000009232225,0.0001065184,0.00001167036,0.000009957494,0.00006398049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4080705,"threshold_uncertainty_score":0.6955974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08859235652248502,"score_gpt":0.3901151453459458,"score_spread":0.3015227888234607,"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."}}