{"id":"W4410513044","doi":"10.3899/jrheum.2025-0390.pv221","title":"IS THERE A ROLE FOR ULTRA-HIGH FREQUENCY ULTRASOUND IN THE ASSESSMENT OF SKIN INVOLVEMENT IN SYSTEMIC LUPUS ERYTHEMATOSUS? PRELIMINARY INSIGHTS FROM A MONOCENTRIC COHORT.","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; Cohort; Systemic disease; Dermatology; Connective tissue disease; Cohort study; Ultrasound; Pathology; Immunopathology; Autoimmune disease; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00263797,0.0005042381,0.0007469278,0.0009637029,0.0009444998,0.001052953,0.0006565743,0.0006127289,0.003585185],"category_scores_gemma":[0.006401834,0.0003747365,0.0005023903,0.001161397,0.0005456461,0.0008220067,0.0009534541,0.0003796375,0.000646572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994159,"about_ca_system_score_gemma":0.0003855013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158321,"about_ca_topic_score_gemma":0.00413981,"domain_scores_codex":[0.9981343,0.0007883923,0.0001244551,0.0005161205,0.0002026971,0.0002339497],"domain_scores_gemma":[0.9969894,0.0006230588,0.001089033,0.0004453444,0.0003668252,0.0004864494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005268103,0.00008848035,0.9928516,0.00002914963,0.00008684483,0.0003498076,0.0004000627,0.00001746837,0.0004357617,0.00003853914,0.0001588864,0.005016586],"study_design_scores_gemma":[0.00004410564,0.0006608645,0.996343,0.00002203763,0.00008606551,0.001348002,0.0007765955,0.0001231242,0.00004970844,0.00005112871,0.0004864248,0.000009171271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984235,0.0006255882,0.0001809869,0.00009044146,0.00001262267,0.00002099624,0.0001777482,0.000002403309,0.0004656851],"genre_scores_gemma":[0.9991019,0.0002210469,0.0001821869,0.00007900839,0.00003800671,0.00002051728,0.0001974356,0.000004060548,0.0001559302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003585185,"threshold_uncertainty_score":0.01395106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480938181271466,"score_gpt":0.2964423075373713,"score_spread":0.2816329257246566,"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."}}