{"id":"W7162010006","doi":"10.82308/4159","title":"The Lasting Legacy of Metabolic Conditions in Hepatitis C: Association Between Phenotypes of Metabolic Dysfunction-Associated Steatotic Liver Disease and Liver Fibrosis","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liver disease; Fibrosis; Odds ratio; Hepatitis C virus; Fatty liver; Cohort; Steatosis; Transient elastography; Nonalcoholic fatty liver disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007848676,0.0002235928,0.0002221999,0.0006001035,0.0006283059,0.001046752,0.0003445942,0.0004160255,0.001374007],"category_scores_gemma":[0.002198904,0.0001615581,0.0003269039,0.001022436,0.000484059,0.000276249,0.0005272535,0.0006958353,0.0001418612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007596242,"about_ca_system_score_gemma":0.002207829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0794481,"about_ca_topic_score_gemma":0.1484093,"domain_scores_codex":[0.9996737,0.00006937823,0.00002640329,0.00006205984,0.0000993962,0.00006899211],"domain_scores_gemma":[0.9985517,0.000200385,0.0006471555,0.0001077529,0.000197372,0.000295577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007626444,0.00001297602,0.9973804,0.00001205058,0.00003585426,0.00002687051,0.00008101339,0.00002376068,0.0002098588,0.00003295017,0.00005114116,0.0020569],"study_design_scores_gemma":[9.264214e-7,0.00002018719,0.999625,0.00000639829,0.00001938985,0.00004710491,0.00009270277,0.00004454223,0.00002642868,0.00001725071,0.0000986653,0.000001417636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979031,0.0008374257,0.00008534164,0.000241124,0.000008141893,0.000004766915,0.0001882123,0.000001987577,0.0007299859],"genre_scores_gemma":[0.9987836,0.0005735438,0.0001373145,0.00004050951,0.00001894159,0.000002624894,0.0002118776,0.000001287305,0.0002302458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0794481,"threshold_uncertainty_score":0.1579713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104010334242001,"score_gpt":0.2556465188326657,"score_spread":0.2446064154902457,"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."}}