{"id":"W4410513071","doi":"10.3899/jrheum.2025-0390.o018","title":"THE SYSTEMIC LUPUS INTERNATIONAL COLLABORATING CLINICS FRAILTY INDEX (SLICC- FI) PREDICTS WORSENING LUPUS QUALITY OF LIFE (LUPUSQOL) IN THE ALMENARA LUPUS 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; Systemic lupus erythematosus; Systemic lupus; Quality of life (healthcare); Cohort; Internal medicine; Physical therapy; Gerontology; Disease; Nursing","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":[0.001039663,0.0002504304,0.0002478288,0.0007012686,0.0003336431,0.0005873339,0.0004163639,0.0003249519,0.001721558],"category_scores_gemma":[0.002366627,0.00023218,0.0004624109,0.0006062323,0.0001803495,0.0004529691,0.0004463407,0.0005933981,0.0002264035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004033775,"about_ca_system_score_gemma":0.0003368775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660721,"about_ca_topic_score_gemma":0.02267197,"domain_scores_codex":[0.9997495,0.00007074553,0.00001954324,0.00005989883,0.00004749852,0.00005272374],"domain_scores_gemma":[0.9991371,0.0001093905,0.0004442798,0.00008276424,0.00006206196,0.0001645023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008260311,0.00001138517,0.998868,0.000005336547,0.00004783077,0.00002009962,0.00003301565,0.00003691503,0.00006642634,0.0000148793,0.0001870439,0.0006265977],"study_design_scores_gemma":[0.00001148669,0.00003343703,0.9992704,0.000007436494,0.000027174,0.00006248445,0.0000811803,0.00033982,0.00002350252,0.00002315307,0.0001174641,0.000002568288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974905,0.0003182346,0.0000943456,0.00009483607,0.000007924565,0.00001384018,0.001459113,0.000004990044,0.0005161301],"genre_scores_gemma":[0.9987582,0.00008379993,0.00006937725,0.0000210928,0.00001016483,0.00001548284,0.0008176264,0.000002406005,0.0002219085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660721,"threshold_uncertainty_score":0.03302109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325410085805317,"score_gpt":0.3597304254017882,"score_spread":0.326476324543735,"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."}}