{"id":"W4410513015","doi":"10.3899/jrheum.2025-0390.pv237","title":"QUALITATIVE PATIENT INTERVIEW STUDY IN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS TO ASSESS PATIENT PERCEPTION OF FATIGUE AND SKIN-RELATED SYMPTOMS","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; Perception; Systemic disease; Lupus erythematosus; Dermatology; Connective tissue disease; Systemic lupus erythematosus; Physical therapy; Immunopathology; Internal medicine; Autoimmune disease; Immunology; 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":[0.01652018,0.0006232921,0.0009240531,0.001465597,0.00687421,0.002748873,0.001506912,0.001724831,0.004664407],"category_scores_gemma":[0.02423344,0.0007233677,0.0006827846,0.001306044,0.003973832,0.003091724,0.00450771,0.003831157,0.0006178348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006078196,"about_ca_system_score_gemma":0.00570267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563778,"about_ca_topic_score_gemma":0.01144232,"domain_scores_codex":[0.9867761,0.01074739,0.0004379516,0.0004525942,0.000432226,0.001153831],"domain_scores_gemma":[0.9764861,0.01646108,0.001862389,0.0004515434,0.002058882,0.002679989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001064161,0.0001468117,0.005866583,0.00028773,0.00000894515,0.000746669,0.9876479,0.00005496332,0.0004116496,0.0004750482,0.0009596412,0.003287694],"study_design_scores_gemma":[0.00002373045,0.0002418067,0.002215477,0.0002052455,0.000005211174,0.000247589,0.9916928,0.000115195,0.0001425327,0.0002134293,0.004876918,0.00002005009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889488,0.0008525014,0.002123257,0.003341643,0.0001128643,0.00100551,0.0004692545,0.00002126143,0.003124866],"genre_scores_gemma":[0.9914625,0.0007660379,0.00220476,0.001848964,0.00003617559,0.001894961,0.00018193,0.00001598877,0.001588734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652018,"threshold_uncertainty_score":0.08736813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406100417502927,"score_gpt":0.350811517108862,"score_spread":0.3167505129338328,"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."}}