{"id":"W4246918801","doi":"10.1016/j.jprot.2014.12.015","title":"A signature for immune response correlates with HCV treatment outcome in Caucasian subjects","year":2015,"lang":"en","type":"article","venue":"Journal of Proteomics","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Caprion (Canada)","funders":"","keywords":"Immune system; Medicine; Signature (topology); Immunology; Mathematics","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":[0.001493136,0.0001442269,0.0004912789,0.0003411419,0.00002765053,0.00002503356,0.00009755807,0.0001415042,0.00001451044],"category_scores_gemma":[0.00136338,0.00009156857,0.0001150974,0.000218241,0.00005119935,0.0001168299,0.00001734721,0.0004686605,0.000008839984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009464696,"about_ca_system_score_gemma":0.001439535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746884,"about_ca_topic_score_gemma":0.0001231386,"domain_scores_codex":[0.9985459,0.0001439067,0.000517663,0.0001182322,0.0003921618,0.0002821427],"domain_scores_gemma":[0.9986539,0.0001794831,0.0002529027,0.0001914367,0.00043796,0.0002843077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1689257,0.0015279,0.7281051,0.0002100054,0.0005196068,0.006301024,0.006898315,0.0005138122,0.07185924,0.00006645943,0.001281049,0.01379182],"study_design_scores_gemma":[0.195436,0.1531886,0.3553941,0.003913934,0.001006547,0.007143194,0.006631555,0.005983975,0.2083852,0.00161366,0.05962797,0.001675227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933084,0.0005231276,0.0007027692,0.003755727,0.0001077762,0.001355551,0.00001196428,0.000007253148,0.0002273953],"genre_scores_gemma":[0.9803509,0.00004518999,0.01778548,0.00008146889,0.0001260315,0.00005049892,0.000003672744,0.00003569399,0.001521073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3727109,"threshold_uncertainty_score":0.3734058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06924739323286372,"score_gpt":0.3645780353723128,"score_spread":0.295330642139449,"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."}}