{"id":"W2906570103","doi":"10.1016/j.cgh.2018.12.018","title":"Cost Effectiveness of Hepatocellular Carcinoma Surveillance After a Sustained Virologic Response to Therapy in Patients With Hepatitis C Virus Infection and Advanced Fibrosis","year":2018,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Institute for Work & Health; University of Toronto; Toronto General Hospital; Public Health Ontario; Sunnybrook Health Science Centre; University of Waterloo","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatitis C virus; Fibrosis; Hepatitis a virus; Virology; Carcinoma; Virus; Oncology; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001424808,0.0004181261,0.0007780441,0.0008265234,0.0003085921,0.0009816015,0.0004785723,0.000911544,0.001555597],"category_scores_gemma":[0.00975417,0.0002329288,0.002136105,0.0007208285,0.0003656224,0.00095533,0.0006492074,0.000694238,0.0000966861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101928,"about_ca_system_score_gemma":0.0009172296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009550572,"about_ca_topic_score_gemma":0.008446582,"domain_scores_codex":[0.9985178,0.0008976401,0.0001082674,0.00009324123,0.0001692872,0.0002137768],"domain_scores_gemma":[0.9966257,0.001807315,0.0008052364,0.00009733418,0.0001816052,0.000482815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02905241,0.001189052,0.8568329,0.0004188063,0.002442518,0.0007118499,0.0001977609,0.01428307,0.0004817867,0.0008893109,0.001020455,0.09248009],"study_design_scores_gemma":[0.000956983,0.00753482,0.9601822,0.000208688,0.001976717,0.001185327,0.0007647647,0.02528289,0.0002798611,0.001039898,0.0005349299,0.00005296069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935823,0.004032761,0.0001640541,0.000804302,0.00004703028,0.00002415197,0.0002509074,0.000006046364,0.00108852],"genre_scores_gemma":[0.9994537,0.0002565205,0.00005823798,0.00004140824,0.00002214112,0.000004618549,0.0001055003,7.536892e-7,0.00005710682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009550572,"threshold_uncertainty_score":0.01898998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271870700334475,"score_gpt":0.3395675689322689,"score_spread":0.3123804988988214,"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."}}