{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683761,0.0001609179,0.0003838868,0.0004530828,0.00003350307,0.000006532805,0.00004384864,0.00009795249,0.0001321006],"category_scores_gemma":[0.00006759995,0.0001396955,0.00006422176,0.00009642745,0.0001925557,0.0001113116,0.00004689448,0.0001210579,0.00001278936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515937,"about_ca_system_score_gemma":0.00006880465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796373,"about_ca_topic_score_gemma":0.01024968,"domain_scores_codex":[0.9984839,0.0002783176,0.0003442835,0.00029642,0.0001804003,0.000416702],"domain_scores_gemma":[0.9994639,0.00006660043,0.00007541264,0.0002320714,0.00003899476,0.0001230523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002044089,0.0004149677,0.8820111,0.00005265629,0.00003444271,0.00006064433,0.0005247021,0.00004648942,0.09338262,0.000004773743,0.0000533569,0.02137017],"study_design_scores_gemma":[0.005306664,0.009587972,0.9318861,0.0000899511,0.00004020996,0.00008108648,0.00002434408,0.003174698,0.04900791,0.00002352407,0.000705584,0.00007193253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976573,0.0002654119,0.0004291833,0.001040893,0.00005432613,0.0004256422,0.00001094923,0.00002179167,0.00009451347],"genre_scores_gemma":[0.9965949,0.002071555,0.0008918309,0.0001088554,0.00008170073,0.00007402376,0.00003248335,0.0000205591,0.0001241079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04987504,"threshold_uncertainty_score":0.5719563,"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."}}