{"id":"W4318263191","doi":"10.1002/acr2.11529","title":"Intraindividual Change in Cognitive Function Among Adults With Systemic Lupus Erythematosus: A Markov Analysis Over 7 Years","year":2023,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Waterloo; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Cognition; Medicine; Depression (economics); Cognitive decline; Confidence interval; Verbal learning; Systemic lupus erythematosus; Logistic regression; Internal medicine; Cognitive reserve; Relative risk; Clinical psychology; Psychology; Demography; Dementia; Disease; 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":[0.009807311,0.0006792267,0.001110865,0.001044814,0.0006761472,0.001143864,0.0009584968,0.001150798,0.002582256],"category_scores_gemma":[0.01078705,0.0009066581,0.004183406,0.0007038091,0.0005471404,0.0009823822,0.001423787,0.001971071,0.0002310625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282572,"about_ca_system_score_gemma":0.001329127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03017774,"about_ca_topic_score_gemma":0.0164697,"domain_scores_codex":[0.9974831,0.001353815,0.0001393191,0.0005653106,0.0001633913,0.0002951087],"domain_scores_gemma":[0.9920533,0.00471314,0.001617705,0.0006867967,0.0003099635,0.000619094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006774607,0.0004542066,0.9268754,0.0001079046,0.005494137,0.0003913665,0.0003711208,0.04921187,0.0005278495,0.001679856,0.0008764894,0.007235215],"study_design_scores_gemma":[0.0006855689,0.002026268,0.4489508,0.000155837,0.003762161,0.0006187618,0.0004428874,0.5368911,0.0003766764,0.00480041,0.001162542,0.0001269264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929732,0.0005568653,0.004596777,0.0003357588,0.00001873997,0.00006990943,0.00101893,0.00003422253,0.0003956551],"genre_scores_gemma":[0.9969758,0.0002322222,0.0009239482,0.00004914299,0.00001112749,0.00007213796,0.001356484,0.00000666363,0.0003724449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03017774,"threshold_uncertainty_score":0.06000417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200156585649593,"score_gpt":0.3201554346834442,"score_spread":0.2881538688269483,"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."}}