{"id":"W4417324631","doi":"10.3899/jrheum.2025-0522","title":"Examination of HLA-DRB1*15-linked Candidate Antigens in Still Disease With and Without Lung Disease and Drug-Associated Immune Reactions","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Antigen; Antibody; Immune reaction; Immune system; Lung disease; Immunopathology; Immunoglobulin E","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005166454,0.0003481143,0.0002995789,0.0008438089,0.0003442806,0.0003895836,0.0002252417,0.0003811783,0.001894017],"category_scores_gemma":[0.0009423798,0.0001973695,0.0002545558,0.0005407236,0.0002503242,0.0002964304,0.0003774301,0.0002465817,0.0002695377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344928,"about_ca_system_score_gemma":0.0001195433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472532,"about_ca_topic_score_gemma":0.001538519,"domain_scores_codex":[0.999551,0.0001163052,0.00004818388,0.00009804655,0.00007384395,0.0001125876],"domain_scores_gemma":[0.9993064,0.0001366155,0.0002844883,0.00003684062,0.00007064079,0.0001649945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815761,0.00003309049,0.9970922,0.00000790583,0.00001530241,0.0002477537,0.00005183572,0.00001421682,0.001611141,0.00001181177,0.00002414196,0.000708978],"study_design_scores_gemma":[0.000006757813,0.000228265,0.9983103,0.000003953084,0.00001210568,0.0009464551,0.0001285349,0.00007609504,0.0001645257,0.000007578879,0.0001138709,0.000001528159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995589,0.0001195866,0.00002931302,0.000005146482,0.000001644345,0.000004613105,0.00005557941,0.000001072416,0.0002241455],"genre_scores_gemma":[0.9996768,0.00004545374,0.0000513724,0.00001173885,0.000004632347,0.000003310027,0.0001094825,7.214608e-7,0.00009639281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894017,"threshold_uncertainty_score":0.006336153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083682928382671,"score_gpt":0.2784924833181593,"score_spread":0.2701241904798922,"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."}}