{"id":"W4407093653","doi":"10.33540/2833","title":"The Epigenetic and Epitranscriptomic Regulation of Immune Activation","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Epigenetics; Immune system; Biology; Computational biology; Genetics; Gene","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":[0.0001980559,0.00023206,0.0002071864,0.0002458167,0.0002753489,0.0007618832,0.000288038,0.0002945095,0.003593439],"category_scores_gemma":[0.0001575256,0.0002122536,0.0003014619,0.0002328637,0.0004731576,0.0003867784,0.000435853,0.0006667512,0.001010858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663981,"about_ca_system_score_gemma":0.0002950609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002913726,"about_ca_topic_score_gemma":0.0007628942,"domain_scores_codex":[0.9998775,0.00001779158,0.000006191961,0.00003668751,0.0000406216,0.00002116838],"domain_scores_gemma":[0.9999344,0.00001611918,0.00001599915,0.000009072534,0.00001624927,0.000008129884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000141119,0.00004841497,0.001213024,0.001096171,0.00004055261,0.0003319384,0.0007172743,0.00106457,0.8173922,0.04100892,0.005342806,0.1316031],"study_design_scores_gemma":[0.00002030974,0.0004508287,0.02038653,0.0004042266,0.00007216011,0.001392488,0.0005348971,0.001812819,0.4466364,0.01761211,0.5106151,0.00006222156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3907186,0.3313329,0.1262512,0.005814959,0.003406381,0.00023344,0.003383252,0.0009640842,0.1378952],"genre_scores_gemma":[0.6899769,0.1705118,0.02972812,0.001810512,0.001220069,0.000326341,0.002001326,0.0002566809,0.1041683],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003593439,"threshold_uncertainty_score":0.01202124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006599966776578817,"score_gpt":0.2253636286838033,"score_spread":0.2187636619072245,"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."}}