{"id":"W4410715632","doi":"10.3899/jrheum.2025-0390.pt004","title":"EULAR RECOMMENDATIONS FOR A CORE DATA SET TO SUPPORT CLINICAL CARE AND TRANSLATIONAL AND OBSERVATIONAL RESEARCH IN SYSTEMIC LUPUS ERYTHEMATOSUS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Intensive care medicine; Lupus erythematosus; Core (optical fiber); Systemic lupus erythematosus; Internal medicine; Immunology; Antibody; Disease","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6278077,0.00301912,0.006898561,0.01877297,0.004440657,0.01653397,0.0159853,0.02239175,0.01554724],"category_scores_gemma":[0.5877507,0.004794926,0.01415043,0.01510921,0.008533822,0.01254375,0.0233489,0.01894392,0.01670158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01598166,"about_ca_system_score_gemma":0.1201461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01445577,"about_ca_topic_score_gemma":0.009097869,"domain_scores_codex":[0.3394237,0.4774871,0.1188369,0.005866708,0.0490244,0.009361149],"domain_scores_gemma":[0.2105079,0.4331197,0.04860515,0.03648777,0.2545718,0.0167076],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008923361,0.0008362576,0.003624693,0.04353389,0.0004907416,0.000383012,0.006624452,0.002774792,0.0009326926,0.0393771,0.6305465,0.2699837],"study_design_scores_gemma":[0.001979111,0.0007063649,0.01284779,0.1882811,0.0005129094,0.0004793099,0.004555879,0.002123236,0.001253641,0.02399705,0.7629051,0.0003584908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007174757,0.029573,0.2339354,0.3439586,0.01959825,0.2315657,0.03737243,0.004387333,0.09243452],"genre_scores_gemma":[0.01222511,0.01250209,0.591048,0.04919323,0.001802851,0.2922575,0.03087075,0.000887078,0.009213501],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3721923,"threshold_uncertainty_score":0.4589794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3537594756575899,"score_gpt":0.5020220630876299,"score_spread":0.14826258743004,"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."}}