{"id":"W2004461455","doi":"10.1371/journal.pone.0058975","title":"Cost-Effectiveness Analysis of Risk-Factor Guided and Birth-Cohort Screening for Chronic Hepatitis C Infection in the United States","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis C virus research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Social Sciences and Humanities Research Council of Canada; National Institute on Aging; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Cohort; Risk factor; Quality-adjusted life year; Newborn screening; Hepatitis C; Ribavirin; Pediatrics; Cost effectiveness; Internal medicine; Immunology; Hepatitis C virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007221176,0.0001114107,0.0004525016,0.0008137696,0.00006886372,0.0000288078,0.00006451411,0.00007180146,0.000214342],"category_scores_gemma":[0.001244386,0.00008398169,0.00007326274,0.001502205,0.00008228968,0.0001126923,0.00003242988,0.0002014695,0.000005957392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539839,"about_ca_system_score_gemma":0.00004867272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07857202,"about_ca_topic_score_gemma":0.008520127,"domain_scores_codex":[0.9984992,0.0003599008,0.0002822661,0.0002121738,0.0004039624,0.0002424704],"domain_scores_gemma":[0.9979975,0.001143228,0.0001056821,0.0002649679,0.0004144851,0.00007410482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005461026,0.000318117,0.9859841,0.0003001254,0.001735116,0.000001766981,0.0003779787,0.000177273,0.003326243,0.000006633245,0.00001680461,0.007701225],"study_design_scores_gemma":[0.0009986664,0.0003270227,0.8883154,0.0001812476,0.0008280324,3.240408e-7,0.00002033452,0.1027503,0.006424212,0.00002737743,0.00005461376,0.00007238149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946858,0.00009636879,0.002031802,0.0001117945,0.000006104973,0.002832549,0.0001754219,0.00002501749,0.00003516391],"genre_scores_gemma":[0.9957021,0.002528389,0.0005573338,0.00004327995,0.00003170193,0.0008238254,0.0002775688,0.00001910937,0.00001663447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025731,"threshold_uncertainty_score":0.9275638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121940550283591,"score_gpt":0.3571263736037121,"score_spread":0.2351858233201211,"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."}}