{"id":"W4410513051","doi":"10.3899/jrheum.2025-0390.pv062","title":"ANALYZING THE RECURRENCE PATTERNS IN CUTANEOUS LUPUS ERYTHEMATOSUS: A RETROSPECTIVE ANALYSIS OF SCLE AND DLE FLARES","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":"University of British Columbia","funders":"","keywords":"Medicine; Dermatology; Lupus erythematosus; Retrospective cohort study; Pathology; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009249402,0.0002133232,0.0004215651,0.001869873,0.0003854969,0.0005291324,0.0003529093,0.0004314106,0.0009262229],"category_scores_gemma":[0.002746883,0.0003039901,0.0003569574,0.001432115,0.0003237024,0.0005692884,0.0005556642,0.0003191634,0.0002333843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931536,"about_ca_system_score_gemma":0.0002664263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224721,"about_ca_topic_score_gemma":0.003390929,"domain_scores_codex":[0.9990768,0.0002012971,0.0001818579,0.0002653716,0.0001661284,0.0001084165],"domain_scores_gemma":[0.9976493,0.0004877075,0.0009604225,0.0002533855,0.000346637,0.0003025478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007059643,0.00001700827,0.9985343,0.000008202926,0.00002293953,0.0003122764,0.00006949584,0.00001064997,0.0001678908,0.000004590358,0.00003511786,0.0007469491],"study_design_scores_gemma":[0.00000449947,0.0001258711,0.9973174,0.000005015803,0.00002532322,0.001964143,0.0002589201,0.00008726474,0.00006775443,0.000004886114,0.0001355038,0.000003345725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993193,0.0002293198,0.00006310048,0.000008252752,0.00000139421,0.0000182877,0.0001817222,0.000002772568,0.00017582],"genre_scores_gemma":[0.9994931,0.00008550379,0.00009309886,0.00001271355,0.000006404961,0.000008922948,0.000261558,0.000001844163,0.00003668894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003224721,"threshold_uncertainty_score":0.00641191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409531557895016,"score_gpt":0.299208813857564,"score_spread":0.2851134982786139,"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."}}