{"id":"W4410512969","doi":"10.3899/jrheum.2025-0390.o016","title":"RELIABILITY OF SLE-DAS, SLEDAI-2K, AND PGA INSTRUMENTS IN ASSESSING SLE DISEASE ACTIVITY: A STUDY AMONG GLOBAL LUPUS EXPERTS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Reliability (semiconductor); Lupus erythematosus; Immunology; Disease; Physical therapy; Internal medicine; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04675933,0.0004735877,0.000675573,0.002570417,0.0008539497,0.001227326,0.0008505203,0.0007780811,0.0006213309],"category_scores_gemma":[0.09628268,0.0005172739,0.0009213955,0.001280831,0.001684603,0.001736528,0.00220022,0.0008710196,0.0003521647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864011,"about_ca_system_score_gemma":0.0006679989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229206,"about_ca_topic_score_gemma":0.002154793,"domain_scores_codex":[0.9650524,0.0200567,0.003730188,0.00281997,0.007408156,0.0009325688],"domain_scores_gemma":[0.9008222,0.06046038,0.01297671,0.006483132,0.01762201,0.001635708],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003542633,0.0001941158,0.9753649,0.0001100801,0.0002567108,0.00006632134,0.01228076,0.000226123,0.0004345066,0.000133664,0.0003182687,0.01026033],"study_design_scores_gemma":[0.00006721983,0.001150048,0.9820414,0.0001623977,0.0001262326,0.000443832,0.009910884,0.003724498,0.0007290895,0.0002877562,0.001288948,0.00006784234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970649,0.0003529382,0.001308881,0.00005971378,0.0000313699,0.0001207731,0.00008376587,0.000007565455,0.0009699726],"genre_scores_gemma":[0.998713,0.0001268135,0.0007598299,0.00004900051,0.00002256255,0.00008953992,0.0001239504,0.00000898539,0.0001063121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9532407,"threshold_uncertainty_score":0.24729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813982888501301,"score_gpt":0.3510473362292378,"score_spread":0.3329075073442248,"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."}}