{"id":"W4411410478","doi":"10.1016/j.ard.2025.06.771","title":"POS1423 ALTERATIONS IN INNATE IMMUNE POPULATIONS DURING SYSTEMIC AUTOIMMUNE RHEUMATIC DISEASE DEVELOPMENT","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; Princess Margaret Cancer Centre; Toronto Western Hospital; Mount Sinai Hospital; Krembil Foundation","funders":"","keywords":"Medicine; Innate immune system; Immunology; Rheumatic disease; Autoimmune disease; Immune system; Disease; Rheumatology; Rheumatoid arthritis; Antibody; Internal medicine","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":[0.0003483038,0.0003033809,0.0005195824,0.0003646493,0.0003298174,0.000702879,0.0002062029,0.0004591457,0.003916443],"category_scores_gemma":[0.0003449285,0.0001541308,0.0003772238,0.0003580922,0.0002555209,0.0002368651,0.0003881965,0.0005071812,0.001456874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543443,"about_ca_system_score_gemma":0.0001938372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958226,"about_ca_topic_score_gemma":0.0004622542,"domain_scores_codex":[0.9995555,0.00005359002,0.00003653737,0.0001546288,0.0001142846,0.00008541141],"domain_scores_gemma":[0.9996684,0.00006457261,0.00008872116,0.00003233386,0.00006839096,0.00007769284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001679561,0.00007934735,0.07374184,0.0003736178,0.00008829124,0.0005940238,0.0002222933,0.000456376,0.9069189,0.0001947078,0.0009129198,0.01473813],"study_design_scores_gemma":[0.00009077899,0.001465275,0.7642814,0.0001610714,0.0001958765,0.004090903,0.0007495316,0.003784535,0.2074862,0.000764776,0.01687095,0.00005867234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887224,0.001906706,0.002201065,0.0001087308,0.00007082136,0.00003704083,0.004939872,0.00009822656,0.001915112],"genre_scores_gemma":[0.9895107,0.0005303315,0.00230646,0.0002892257,0.00003757456,0.0001047278,0.00545939,0.00005088383,0.001710679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003916443,"threshold_uncertainty_score":0.01310182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244508637531912,"score_gpt":0.2775422174603643,"score_spread":0.2550971310850452,"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."}}