{"id":"W2044688229","doi":"10.1053/j.gastro.2012.01.028","title":"Hepatic Cell–Type Specific Gene Expression Better Predicts HCV Treatment Outcome Than IL28B Genotype","year":2012,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Ontario Research Foundation","keywords":"Genotype; Biology; Immunostaining; Interferon; Single-nucleotide polymorphism; Hepatitis C virus; Gene expression; Genotyping; SNP; Immunology; Gene; Molecular biology; Virology; Internal medicine; Immunohistochemistry; Virus; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002451237,0.0003062415,0.0005491382,0.0002232387,0.00009212959,0.00001525716,0.0001731337,0.000174763,0.001259641],"category_scores_gemma":[0.00003885007,0.0002374637,0.0001445686,0.000115684,0.0001243262,0.0001180921,0.0001445137,0.0003004805,0.001368788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507352,"about_ca_system_score_gemma":0.00004020704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007032002,"about_ca_topic_score_gemma":0.00004083772,"domain_scores_codex":[0.9972518,0.0002680302,0.0004644456,0.0004080014,0.0004067477,0.001200953],"domain_scores_gemma":[0.998498,0.00004549453,0.0001038761,0.0007069603,0.00009046573,0.000555171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000907971,0.0005417553,0.9377151,0.00003697624,0.00006281635,0.0001076936,0.0003681491,0.000002033177,0.05581224,0.000002044324,0.002581334,0.001861924],"study_design_scores_gemma":[0.00478511,0.005278273,0.9148926,0.00003447355,0.0001184239,0.0001257864,0.00002930357,0.00009304725,0.03561091,0.000008433269,0.03885924,0.0001644489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952471,0.0004068563,0.000677462,0.0007640572,0.000772865,0.0006402325,0.00003005563,0.00009587732,0.001365469],"genre_scores_gemma":[0.9913038,0.0002944825,0.005213361,0.001031016,0.0008928418,0.00007832784,0.000143383,0.00006515917,0.000977643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03627791,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0524730250444206,"score_gpt":0.3128634381058001,"score_spread":0.2603904130613795,"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."}}