{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003944648,0.0003818195,0.001231137,0.001629844,0.0002153379,0.0001129117,0.0001913773,0.0002712772,0.001040148],"category_scores_gemma":[0.0002773433,0.0003476772,0.0001519339,0.0006159529,0.00007066946,0.00009296174,0.00005087382,0.001208124,0.0001133356],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0130037,"about_ca_system_score_gemma":0.03582267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998115,"about_ca_topic_score_gemma":0.9999928,"domain_scores_codex":[0.9973235,0.0002593216,0.0006007775,0.0003870577,0.0005219222,0.000907466],"domain_scores_gemma":[0.9959162,0.00008708218,0.0001417874,0.0003092919,0.0002031993,0.003342389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001041163,0.00000581342,0.01559771,0.001249186,0.00009680112,0.004049869,0.00009429584,2.276988e-7,1.531617e-7,0.000005038893,0.03348043,0.9454101],"study_design_scores_gemma":[0.0003045686,0.0002446506,0.009687939,0.009184319,0.0002197344,0.001624609,0.000007112794,0.00001217548,0.0000016549,0.000004040214,0.9783999,0.0003093362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006720818,0.9869175,0.000004622008,0.001138212,0.0004102549,0.001136002,0.001067456,0.000009160064,0.002595958],"genre_scores_gemma":[0.0007586678,0.9963454,0.00008313476,0.0007742515,0.0008323223,0.00002671176,0.00005473929,0.00007910397,0.001045645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9451007,"threshold_uncertainty_score":0.9998975,"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."}}