{"id":"W4409898876","doi":"10.1093/rheumatology/keaf142.152","title":"P112 Cytokine driven disease and epigenetic heterogeneity in rheumatoid arthritis","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Gilead Sciences","keywords":"Rheumatoid arthritis; Epigenetics; Cytokine; Disease; Medicine; Immunology; Biology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008295648,0.0001358587,0.0002720463,0.000173885,0.00006779693,0.00002957366,0.00005853891,0.00005491065,0.0001043936],"category_scores_gemma":[0.0001123966,0.0001332309,0.00008047855,0.0002080668,0.00005510797,0.00006017491,0.00006725541,0.0001809294,0.00002352473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031656,"about_ca_system_score_gemma":0.00008797912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001349625,"about_ca_topic_score_gemma":0.0002750534,"domain_scores_codex":[0.9990754,0.00003696037,0.0002693383,0.0002877499,0.0001154504,0.0002151258],"domain_scores_gemma":[0.9994221,0.00005215347,0.00003804079,0.0002827245,0.00004466969,0.0001603178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005746554,0.0007418466,0.8473585,0.0002423178,0.0002024066,0.0004753308,0.0002312786,0.0001563623,0.1206164,0.002288045,0.002732504,0.0243804],"study_design_scores_gemma":[0.00387963,0.0002226613,0.9259375,0.001623453,0.00006556789,0.00007167402,0.0001138404,0.00250389,0.02374779,0.0005810141,0.04096781,0.0002851144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923128,0.0033881,0.0003128401,0.00154517,0.0001197475,0.0002997965,0.00004761306,0.00005669239,0.001917251],"genre_scores_gemma":[0.9967771,0.002024573,0.0002439022,0.0005857326,0.00005512294,0.00004445329,0.00004381955,0.00001451539,0.0002107928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0968686,"threshold_uncertainty_score":0.5432998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460882136787683,"score_gpt":0.2766611801316445,"score_spread":0.2620523587637677,"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."}}