{"id":"W4408479444","doi":"10.3899/jrheum.2024-0961","title":"Indicators of Functional Disability by Receipt of Disability Benefits Among Individuals With Systemic Lupus Erythematosus","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":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Activities of daily living; Logistic regression; Cohort; Population; Cohort study; Gerontology; Physical therapy; Physical disability; Demography; Internal medicine; Environmental health","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":[0.001586043,0.0003856492,0.0002794996,0.001002682,0.0002306938,0.0005722012,0.0003737473,0.0004771925,0.001493425],"category_scores_gemma":[0.005510257,0.0002694563,0.0006331106,0.0009732358,0.0002167992,0.0006455714,0.0006789115,0.0005940835,0.0002357068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455061,"about_ca_system_score_gemma":0.0002025591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004483712,"about_ca_topic_score_gemma":0.004457402,"domain_scores_codex":[0.9986926,0.000576067,0.0001937218,0.0002141673,0.0001851774,0.0001383546],"domain_scores_gemma":[0.9972308,0.0005490386,0.001728248,0.0001077618,0.0001769893,0.0002070715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003224418,0.00001058276,0.9993962,0.000004002237,0.00003159562,0.0000097723,0.00001545552,0.00003791826,0.00002737026,0.000005074103,0.00002859263,0.0004011518],"study_design_scores_gemma":[0.000004902063,0.00004611283,0.9993236,0.00000681134,0.00002222557,0.0001257542,0.00005826979,0.0003061644,0.0000183846,0.00001433199,0.00007112167,0.000002378161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984418,0.0002783194,0.0001882289,0.00005686383,0.000003086526,0.00001109742,0.0007680304,0.000004033743,0.0002486212],"genre_scores_gemma":[0.9994963,0.00004430925,0.00009228704,0.0000125856,0.000005586615,0.00001145671,0.0002601005,6.375976e-7,0.00007666034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004483712,"threshold_uncertainty_score":0.008915186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341078953413706,"score_gpt":0.2711967842118966,"score_spread":0.2577859946777595,"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."}}