{"id":"W4410715503","doi":"10.3899/jrheum.2025-0390.pv033","title":"ANTI-DFS70 ANTIBODIES AS A MARKER FOR EXCLUSION OF SYSTEMIC AUTOIMMUNE RHEUMATIC DISEASES","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic disease; Antibody; Autoimmune disease; Immunology; Autoantibody; Immunopathology; Connective tissue disease; Rheumatic disease; Rheumatoid arthritis","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":[0.0004496233,0.000339196,0.0003186338,0.001535284,0.0001484698,0.0004104819,0.0002029134,0.0003973875,0.004915126],"category_scores_gemma":[0.001211729,0.0001095596,0.0001880926,0.0005549159,0.0001453327,0.0002548326,0.0002781063,0.0002477666,0.0009628329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004918,"about_ca_system_score_gemma":0.0001523675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002019932,"about_ca_topic_score_gemma":0.0002201223,"domain_scores_codex":[0.999707,0.00009858987,0.00004460651,0.00003989052,0.00006564822,0.00004425211],"domain_scores_gemma":[0.9992815,0.0002025221,0.0002485445,0.00002144635,0.0001072554,0.0001389223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006188016,0.0000908056,0.9768443,0.00008410585,0.00003194201,0.0005401881,0.00004487793,0.00005228889,0.00369719,0.00004477695,0.0007440972,0.01720672],"study_design_scores_gemma":[0.00003049393,0.00103061,0.9877719,0.00007791653,0.00008081549,0.006239901,0.0001484216,0.0005494863,0.0016221,0.0001008029,0.002338336,0.000009335064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922761,0.003308472,0.0003472233,0.0001087306,0.00004158952,0.00002343128,0.0003204603,0.00003196388,0.003541916],"genre_scores_gemma":[0.9980305,0.0004664975,0.0005227146,0.0000408015,0.00005719347,0.00001076893,0.0003101409,0.000003185712,0.0005582797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004915126,"threshold_uncertainty_score":0.01644272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144497952540079,"score_gpt":0.3212745669217976,"score_spread":0.3068247716677897,"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."}}