{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007330877,0.0001223136,0.0003992537,0.00004882623,0.00009962714,0.000006605546,0.0002396475,0.0000227904,0.000133335],"category_scores_gemma":[0.003117835,0.00007522575,0.0000451056,0.0002123001,0.0002580905,0.00004438457,0.0001395235,0.000224759,1.824735e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535347,"about_ca_system_score_gemma":0.02161467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998961,"about_ca_topic_score_gemma":0.9999876,"domain_scores_codex":[0.9979564,0.0002637654,0.0005478909,0.0001991516,0.0007170369,0.0003157865],"domain_scores_gemma":[0.9967121,0.0009816419,0.0002414744,0.001465163,0.0001784666,0.0004210887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002521723,0.00001411658,0.9885487,0.00004744427,0.00003399978,0.003232173,0.000007238087,0.00001713893,0.000008361186,0.0000407946,0.001836072,0.005961813],"study_design_scores_gemma":[0.002353231,0.000008506942,0.9855649,0.000324766,0.00004344958,0.00002469893,0.00004067739,0.001427513,0.00008103004,0.00004983908,0.009976868,0.0001044662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921303,0.001859503,0.00004643812,0.003984137,0.000032188,0.0003880956,0.0001885547,0.000007524731,0.00136319],"genre_scores_gemma":[0.9980207,0.0009729877,0.0001735897,0.0005824366,0.00001089725,0.0000518532,0.00002915348,0.00001937839,0.000139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02076113,"threshold_uncertainty_score":0.9839319,"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."}}