{"id":"W2566278757","doi":"","title":"Chronic Hepatitis C among Immigrants Living in Canada: Natural History, Disease Burden, and Cost-effectiveness of Screening","year":2013,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Hepatitis C virus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Natural history; Medicine; Chronic hepatitis; Environmental health; Gerontology; Geography; Virology; Internal medicine; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002117686,0.0002246974,0.0006826445,0.0001483396,0.00006024748,0.00000426919,0.0001965462,0.0001501075,0.003745838],"category_scores_gemma":[0.0001685313,0.0002898991,0.00009932373,0.00007001812,0.0001326818,0.000334621,0.00007985703,0.0003540539,0.000001833537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007499331,"about_ca_system_score_gemma":0.003156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999749,"about_ca_topic_score_gemma":0.9997514,"domain_scores_codex":[0.9983768,0.0002096896,0.0001596575,0.0003632809,0.0005668518,0.0003236461],"domain_scores_gemma":[0.9986946,0.0002199167,0.0002393475,0.0002848352,0.0002781453,0.0002831832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008510358,0.00004039814,0.820751,0.005179407,0.0002772369,0.0003938442,0.006985354,0.00002372965,0.001885844,0.00001669022,0.0005024596,0.163093],"study_design_scores_gemma":[0.0009712141,0.00009794467,0.9869583,0.004003525,0.0001282385,7.655775e-7,0.004088269,0.003205032,0.00003550788,3.083573e-7,0.0002983407,0.0002125186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981581,0.01333831,0.00001123051,0.00004239155,0.0001850535,0.00109997,0.00003661111,0.00001275006,0.003692686],"genre_scores_gemma":[0.9909163,0.002340815,0.0000719353,0.000002410286,0.00004140425,0.000004387554,0.0002041323,0.0000294598,0.006389173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662073,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541554620047807,"score_gpt":0.2602811660497847,"score_spread":0.2448656198493066,"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."}}