{"id":"W4410513060","doi":"10.3899/jrheum.2025-0390.pv229","title":"EVALUATION OF ACCRUAL DAMAGE IN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS: COMPARISON OF DATA FROM THE NATIONAL CROSS-SECTIONAL AND PROSPECTIVE LUPUS REGISTRY","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; Cross-sectional study; Accrual; Lupus erythematosus; Systemic lupus erythematosus; Prospective cohort study; Internal medicine; Immunology; Pathology; Disease; Antibody","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":[0.004681403,0.0002712081,0.0005169031,0.002728031,0.0003178628,0.000805796,0.0005138039,0.00048497,0.0007815936],"category_scores_gemma":[0.009252938,0.0002874386,0.0005849771,0.002931439,0.0003572237,0.00100271,0.001142464,0.0004545867,0.0002261806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940761,"about_ca_system_score_gemma":0.0004353431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818538,"about_ca_topic_score_gemma":0.00352442,"domain_scores_codex":[0.9968327,0.001431886,0.0005328134,0.0005063132,0.0004667626,0.0002294765],"domain_scores_gemma":[0.9886634,0.002503201,0.00570143,0.001130252,0.001226874,0.0007748884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004664964,0.000011482,0.9994831,0.000004311859,0.00002802046,0.00001031837,0.00003729225,0.00001981914,0.00001655318,0.000005795836,0.00002261141,0.0003139746],"study_design_scores_gemma":[0.000004755143,0.00007509609,0.9993948,0.000004051162,0.00002158763,0.0001227261,0.0001773558,0.00009258487,0.00002034739,0.000006657552,0.00007759399,0.000002432106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984907,0.0001655951,0.0001094754,0.00002388938,0.000003535573,0.00001416781,0.0009077658,0.000004031903,0.0002808233],"genre_scores_gemma":[0.997552,0.000107554,0.0001083912,0.00001464376,0.000008023106,0.0000266462,0.002120928,0.000002617675,0.00005925797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004681403,"threshold_uncertainty_score":0.02475792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510226418052695,"score_gpt":0.3860986270260633,"score_spread":0.3209963628455363,"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."}}