{"id":"W2039719276","doi":"10.1111/liv.12768","title":"An intrahepatic transcriptional signature of enhanced immune activity predicts response to peginterferon in chronic hepatitis B","year":2014,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Gilead Sciences; Bristol-Myers Squibb; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Alnylam Pharmaceuticals; National Science Foundation","keywords":"Transcriptome; Immune system; Adefovir; Immunology; Gene; Gene expression; Gene expression profiling; Medicine; Serpin; Hepatitis B; Biology; Internal medicine; Hepatitis B virus; Virus; Lamivudine; 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":[0.0001969809,0.0002021111,0.0002781731,0.0003306876,0.0001089377,0.0002712456,0.000056539,0.0001831812,0.0007543658],"category_scores_gemma":[0.0003000606,0.00009875019,0.0001416429,0.0002846246,0.0001738399,0.00008850397,0.0001543117,0.0002255012,0.0001429445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110461,"about_ca_system_score_gemma":0.00009000215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002439556,"about_ca_topic_score_gemma":0.0003072939,"domain_scores_codex":[0.9999095,0.00002620762,0.000006109068,0.00002718381,0.00001583168,0.00001519066],"domain_scores_gemma":[0.9997845,0.00006438087,0.00008532717,0.0000136263,0.00001952809,0.00003255428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002768412,0.0001383267,0.758702,0.000126221,0.00008887905,0.0001429371,0.0001572262,0.0006652707,0.2209359,0.00003090583,0.0001684427,0.01607555],"study_design_scores_gemma":[0.00001736476,0.0002855798,0.9910337,0.000007606634,0.00004070344,0.0002716114,0.0001208618,0.001225589,0.006772818,0.00005585233,0.0001642802,0.000003914059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992839,0.0001748945,0.0002218797,0.0000155518,0.000001391748,0.000005773301,0.0001679096,0.000004533365,0.0001242846],"genre_scores_gemma":[0.999011,0.00009699038,0.0003820785,0.00002005312,0.000006234125,0.00001567921,0.0003329455,0.000002532261,0.000132449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007543658,"threshold_uncertainty_score":0.002523601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190681584128965,"score_gpt":0.2777165554065397,"score_spread":0.26580973956525,"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."}}