{"id":"W4410715647","doi":"10.3899/jrheum.2025-0390.pv026","title":"DERMATOLOGIC INDICATORS OF RHEUMATIC DISEASES: INSIGHTS FROM ANTINUCLEAR ANTIBODY TESTING IN OUTPATIENT SETTINGS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anti-nuclear antibody; Dermatology; Antibody; Immunology; Autoantibody","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":[0.0007128049,0.0001761778,0.0002782879,0.001272943,0.0002832283,0.0008858602,0.0002713225,0.0003703179,0.001658499],"category_scores_gemma":[0.003745592,0.0001603371,0.0002330985,0.001109238,0.0001881589,0.0004712,0.0005186779,0.0004826213,0.0002617542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003794614,"about_ca_system_score_gemma":0.0004215743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529325,"about_ca_topic_score_gemma":0.007013957,"domain_scores_codex":[0.9991179,0.0003427241,0.0001309146,0.0001004269,0.0001625678,0.0001454151],"domain_scores_gemma":[0.9969442,0.0006977888,0.001519252,0.00006050625,0.0003120162,0.0004663192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001079686,0.00002258171,0.9977621,0.000008770658,0.000005124127,0.0001007228,0.00003310861,0.00001058273,0.00007311835,0.000005320156,0.0001435765,0.001824162],"study_design_scores_gemma":[0.000002566203,0.00003813157,0.9981508,0.00002036078,0.000007239548,0.001114482,0.0002784621,0.0001409367,0.00004416503,0.000009245228,0.0001919578,0.000001697064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952704,0.001657954,0.0001504527,0.0004173336,0.00001786429,0.00001727565,0.0004418282,0.00001023019,0.00201667],"genre_scores_gemma":[0.9987411,0.0005329654,0.0002468953,0.0001290157,0.00005345773,0.000005341866,0.0002180068,0.000002046902,0.00007119134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003529325,"threshold_uncertainty_score":0.007017553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008957459144248815,"score_gpt":0.2771034633683732,"score_spread":0.2681460042241243,"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."}}