{"id":"W4410513023","doi":"10.3899/jrheum.2025-0390.pv192","title":"EVALUATING FATIGUE IN SYSTEMIC LUPUS ERYTHEMATOSUS: INSIGHTS FROM THE ISLA COHORT USING THE FUNCTIONAL ASSESSMENT OF CHRONIC ILLNESS THERAPY-FATIGUE SCALE","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; Physical therapy; Cohort study; Lupus erythematosus; Severity of illness; Systemic therapy; Internal medicine; Immunology","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":[0.0009716887,0.0002757296,0.0003676215,0.001446353,0.0006689242,0.0008489694,0.0004292567,0.0003082637,0.001053689],"category_scores_gemma":[0.002168539,0.0001646286,0.0003894138,0.001769536,0.000250802,0.0004472355,0.000968576,0.0004299874,0.0003030609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433541,"about_ca_system_score_gemma":0.0003833108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875852,"about_ca_topic_score_gemma":0.03063826,"domain_scores_codex":[0.9996027,0.0001216598,0.00004094684,0.00007219683,0.00008281308,0.00007963584],"domain_scores_gemma":[0.9991965,0.00009741091,0.0003191408,0.00006218639,0.0001371464,0.0001877399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003900411,0.00002203571,0.9984758,0.000007157569,0.00001949797,0.00006117306,0.0002530529,0.000008754061,0.00008538696,0.000004369426,0.00008928206,0.0009344259],"study_design_scores_gemma":[0.00000438196,0.00003648279,0.999188,0.000005744003,0.000008232803,0.0001138002,0.0004815396,0.00003190834,0.00001092507,0.000003936393,0.0001126793,0.000002322382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987302,0.0001420428,0.00003391785,0.0000661547,0.000001952256,0.00002319674,0.0006494914,0.000002139979,0.0003508812],"genre_scores_gemma":[0.998173,0.0002006514,0.0001312351,0.00006167059,0.00001197146,0.00005892388,0.001230624,0.000002853954,0.0001289493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01875852,"threshold_uncertainty_score":0.03729868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682232980775306,"score_gpt":0.3824394879407919,"score_spread":0.3156171581330388,"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."}}