{"id":"W2229921221","doi":"10.1038/ncomms10369","title":"Pre-vaccination inflammation and B-cell signalling predict age-related hyporesponse to hepatitis B vaccination","year":2016,"lang":"en","type":"article","venue":"Nature Communications","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"Caprion (Canada)","funders":"Case Western Reserve University; Foundation for the National Institutes of Health","keywords":"Vaccination; Inflammation; Immunology; Hepatitis B; Medicine; Virology","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":[0.0003925502,0.0001896004,0.0002879383,0.000366604,0.000126802,0.0003907955,0.0000870144,0.0003092127,0.001130332],"category_scores_gemma":[0.001012495,0.0001119958,0.0001713904,0.0002367086,0.0001068677,0.0002204459,0.0002050472,0.0003010868,0.0003130503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008111021,"about_ca_system_score_gemma":0.00008528451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004523275,"about_ca_topic_score_gemma":0.0005744485,"domain_scores_codex":[0.999866,0.00003900649,0.000014174,0.0000337265,0.00002192546,0.00002516112],"domain_scores_gemma":[0.9994766,0.0001223428,0.000189757,0.0000528696,0.0000711171,0.00008729551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318086,0.00009360549,0.9567417,0.00003128151,0.0000512226,0.00005176534,0.0001568813,0.0001242426,0.03389881,0.00002239334,0.00008812436,0.007421764],"study_design_scores_gemma":[0.000003895406,0.0003957773,0.9962675,0.000005791985,0.00002428398,0.000114605,0.00008610766,0.00025208,0.002628704,0.0000331502,0.0001855902,0.000002512201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990356,0.000355486,0.0002298208,0.00001298289,0.000003712943,0.000005963178,0.0001436101,0.000003962919,0.0002088516],"genre_scores_gemma":[0.9992164,0.0001168375,0.0002074371,0.00002080365,0.000008230479,0.000007847168,0.0001939077,0.000001398724,0.0002271759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001130332,"threshold_uncertainty_score":0.003781378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559459984339712,"score_gpt":0.2921192426563692,"score_spread":0.2765246428129721,"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."}}