{"id":"W3135279221","doi":"10.9778/cmajo.20200162","title":"Health care costs associated with chronic hepatitis C virus infection in Ontario, Canada: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Hepatitis C virus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Waterloo; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cirrhosis; Hepatocellular carcinoma; Internal medicine; Retrospective cohort study; Hepatitis B virus; Cohort; Hepatitis C; Hepatitis C virus; Population; Liver transplantation; Cohort study; Intensive care medicine; Gastroenterology; Transplantation; Immunology; Virus; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004908383,0.0001718894,0.0006879346,0.00009505406,0.0001678224,0.00008685693,0.0001400103,0.00007252459,0.00100091],"category_scores_gemma":[0.0003928506,0.0001647363,0.00002718954,0.0006896129,0.00003426805,0.0001515007,0.000222734,0.0006925222,0.00001510084],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05005392,"about_ca_system_score_gemma":0.02834603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999602,"about_ca_topic_score_gemma":0.9999998,"domain_scores_codex":[0.9975227,0.000363551,0.0003207867,0.0005254009,0.0007922524,0.0004753266],"domain_scores_gemma":[0.9986216,0.00004953684,0.0001060985,0.0004369102,0.0005458918,0.0002399694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007313634,0.0003024771,0.9921407,0.00001989433,0.0002117003,0.001114284,0.001457416,0.000006311123,0.00001071795,0.000005986512,0.002759818,0.00189754],"study_design_scores_gemma":[0.003013013,0.001530141,0.9925708,0.0003174631,0.00003286446,0.00001211337,0.0001541813,0.00001862512,0.0001139852,0.000001524291,0.00207774,0.0001575592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834095,0.000169601,0.00000398435,0.0003917847,0.0001203305,0.003730216,0.00006057566,0.00002435803,0.0120897],"genre_scores_gemma":[0.9968415,0.0001688112,0.00001966937,0.0003978031,0.00003309419,0.0003901916,0.000362641,0.00003601655,0.001750249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217079,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345799647134417,"score_gpt":0.3280604950059816,"score_spread":0.3046024985346374,"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."}}