{"id":"W2105764241","doi":"10.1053/j.gastro.2005.01.059","title":"Hepatic Gene Expression Discriminates Responders and Nonresponders in Treatment of Chronic Hepatitis C Viral Infection","year":2005,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":453,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chronic hepatitis; Virology; Medicine; Gene expression; Viral infection; Gene; Viral hepatitis; Immunology; Chronic infection; Internal medicine; Biology; Virus; Immune system; Genetics","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":[0.0005712623,0.0001760067,0.0007393887,0.0004003637,0.0002060892,0.0003223452,0.00009582487,0.0003124695,0.0007869333],"category_scores_gemma":[0.001379414,0.0001219123,0.0001921381,0.0002316842,0.000262816,0.0002175017,0.0001155482,0.000363774,0.0001383282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890325,"about_ca_system_score_gemma":0.000103729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005354497,"about_ca_topic_score_gemma":0.00063298,"domain_scores_codex":[0.999696,0.0001698891,0.00001909303,0.00002967151,0.00003412815,0.00005134527],"domain_scores_gemma":[0.9993066,0.0003463078,0.0001085389,0.00004327816,0.00007953712,0.0001157439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03541675,0.000961579,0.7872131,0.0001393851,0.0002217202,0.0004337263,0.0005980926,0.0006861912,0.1198188,0.00008450355,0.0004837653,0.05394239],"study_design_scores_gemma":[0.0002228755,0.005931759,0.9852595,0.00001166376,0.0001386949,0.0003271182,0.0005320032,0.001323826,0.005733079,0.00008823894,0.0004214999,0.000009568272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993438,0.0002319793,0.0000685891,0.00004596829,0.00000596148,0.000009471386,0.00002613981,0.000003605862,0.0002645174],"genre_scores_gemma":[0.9995184,0.00007146131,0.00006379748,0.00003570284,0.00001450951,0.000007597203,0.00005821915,0.000002437313,0.0002278127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007869333,"threshold_uncertainty_score":0.003021181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163980192931659,"score_gpt":0.3119134031495772,"score_spread":0.2902736012202606,"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."}}