{"id":"W4413105504","doi":"10.1093/rheumatology/keaf429","title":"Self-reported cognitive dysfunction and memory impairment in Systemic Autoimmune Rheumatic Diseases (SARDs): a mixed methods analysis of the INSPIRE cohort","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research; Eli Lilly and Company; University of Cambridge; Department of Health and Social Care; American Psychiatric Publishing","keywords":"Medicine; Cohort; Cognitive impairment; Cognition; Cohort study; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052737,0.000487109,0.000809852,0.002605856,0.0005870202,0.0009410474,0.001018945,0.0008067364,0.00111278],"category_scores_gemma":[0.009134973,0.0004440725,0.002143086,0.001631094,0.0003389434,0.0006341545,0.001562735,0.0004603621,0.0002111563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278771,"about_ca_system_score_gemma":0.0005648612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096656,"about_ca_topic_score_gemma":0.01247358,"domain_scores_codex":[0.9954885,0.002428566,0.0005294721,0.0005905638,0.0006168493,0.0003460053],"domain_scores_gemma":[0.9960329,0.001532253,0.001132065,0.0006955817,0.0004273179,0.0001798625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002654915,0.00008511983,0.9949962,0.00006995699,0.0004699152,0.0001046674,0.000802582,0.00004378665,0.0001742779,0.00003498518,0.0001676688,0.002785445],"study_design_scores_gemma":[0.00002935609,0.0004160322,0.9955617,0.00007401081,0.0002309764,0.0003951216,0.00210091,0.00064009,0.0001187783,0.00002681225,0.0003920705,0.00001411901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971733,0.0005569928,0.0008132347,0.00006042885,0.000005889645,0.0001515844,0.0009930127,0.000008844744,0.0002365621],"genre_scores_gemma":[0.9961668,0.0002235393,0.001424836,0.00009423657,0.00001257454,0.0004111088,0.001391806,0.000006367952,0.0002687122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096656,"threshold_uncertainty_score":0.05567473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334350145252785,"score_gpt":0.3267962847467073,"score_spread":0.3134527832941795,"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."}}