{"id":"W2883320595","doi":"10.3138/canlivj.1.2.005","title":"Can we afford not to screen and treat hepatitis C virus infection in Canada?","year":2018,"lang":"en","type":"review","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Hepatitis C virus; Hepatitis C; Health care; Cirrhosis; Population; Environmental health; Family medicine; Internal medicine; Immunology; Virus; Economic growth","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":[0.001357317,0.0003251651,0.0004570017,0.0007902085,0.002553505,0.002163684,0.001431915,0.001139141,0.004669043],"category_scores_gemma":[0.00725139,0.000310844,0.0008184774,0.002265295,0.001234511,0.0009299642,0.0009732795,0.001251682,0.000148803],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1419363,"about_ca_system_score_gemma":0.1904222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998266,"about_ca_topic_score_gemma":0.9987959,"domain_scores_codex":[0.9985146,0.0002260576,0.00005931809,0.0001244374,0.0004606357,0.0006149496],"domain_scores_gemma":[0.9961497,0.0006583842,0.0005383348,0.00006401065,0.00135599,0.001233605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00171243,0.0002961077,0.6322446,0.001936833,0.00104238,0.00146508,0.002550798,0.0495556,0.0009479589,0.06104704,0.08291828,0.1642829],"study_design_scores_gemma":[0.0008236859,0.0004725894,0.7383939,0.003231219,0.001449915,0.000804809,0.008821729,0.08349898,0.0009566454,0.02801987,0.1331423,0.0003843601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7118588,0.03241287,0.002584116,0.1617497,0.000439351,0.0003599948,0.01795493,0.0001048439,0.07253546],"genre_scores_gemma":[0.9813817,0.007125948,0.001403587,0.004420542,0.00005513194,0.00004107903,0.001638429,0.00001920275,0.003914512],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1419363,"threshold_uncertainty_score":0.9952323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933697327801044,"score_gpt":0.3356950306928923,"score_spread":0.2663580574148818,"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."}}