{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017676,0.0001711577,0.0003349177,0.0003176568,0.00003233216,0.00001331483,0.000220692,0.0001038107,0.0004751605],"category_scores_gemma":[0.0003417128,0.0001719952,0.00008948657,0.0001560724,0.00008685276,0.0002252327,0.00004894564,0.000265094,0.00004647531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060402,"about_ca_system_score_gemma":0.0001534861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004056,"about_ca_topic_score_gemma":0.004559827,"domain_scores_codex":[0.9984159,0.0001906085,0.0003480772,0.0003241073,0.000501044,0.0002202041],"domain_scores_gemma":[0.9991537,0.0001742,0.00009461992,0.0002472298,0.0002215263,0.0001087521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003841933,0.0003983433,0.03960156,0.00007947293,0.0001301362,0.00002127175,0.002490068,0.0002529661,0.9410757,0.0005516308,0.0002066436,0.01135027],"study_design_scores_gemma":[0.001504276,0.001553894,0.905553,0.0003679745,0.00002566331,0.000009398325,0.00001203745,0.0120937,0.07754045,0.00005756127,0.001142326,0.0001397047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897715,0.0001045011,0.007161694,0.001109473,0.0004335813,0.0003729575,0.00008610658,0.00005618112,0.0009040311],"genre_scores_gemma":[0.998124,0.00009735676,0.0008480291,0.0002368189,0.000253431,0.00006899436,0.00004710583,0.00002163737,0.0003026104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8659515,"threshold_uncertainty_score":0.7013759,"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."}}