{"id":"W2794007574","doi":"10.14745/ccdr.v42i03a02","title":"Hepatitis C in Canada and the importance of risk-based screening","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Hepatitis C virus research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatitis C; Hepatitis C virus; Health care; Cirrhosis; Public health; Population; Hepatitis; Environmental health; Family medicine; Immunology; Internal medicine; Virus; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00252292,0.0002378647,0.0003635861,0.001973239,0.003592841,0.003250873,0.001445573,0.001035105,0.004206213],"category_scores_gemma":[0.01558019,0.0002549884,0.0004331324,0.003846687,0.00145007,0.0009961445,0.001532531,0.002018491,0.0001972074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08027571,"about_ca_system_score_gemma":0.2467362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972729,"about_ca_topic_score_gemma":0.9984013,"domain_scores_codex":[0.9951289,0.000619627,0.0002640071,0.0002067462,0.002777679,0.001003064],"domain_scores_gemma":[0.9820393,0.001663663,0.001165596,0.0001751101,0.009677608,0.005278761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002169778,0.0002237911,0.3986509,0.001745462,0.0001363518,0.001004777,0.003844413,0.0008692799,0.0003349908,0.01853217,0.1706054,0.4038355],"study_design_scores_gemma":[0.0001093485,0.0001405285,0.7959688,0.005848192,0.000260071,0.001028634,0.009162338,0.001843241,0.0003138731,0.003397939,0.1817508,0.0001761661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1654928,0.1563628,0.001169014,0.5523275,0.003082532,0.0003257201,0.005958202,0.0001435694,0.115138],"genre_scores_gemma":[0.8203102,0.1277713,0.003523938,0.03425178,0.0009196184,0.00009304794,0.002223312,0.00006607362,0.01084075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08027571,"threshold_uncertainty_score":0.5824438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723276441065835,"score_gpt":0.2615626551543427,"score_spread":0.2443298907436843,"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."}}