{"id":"W4281606522","doi":"10.1093/rheumatology/keac333","title":"Trajectories of depressive symptoms in systemic lupus erythematosus over time","year":2022,"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":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Department of Medicine, Georgetown University; National Institute of Arthritis and Musculoskeletal and Skin Diseases; University of Toronto","keywords":"Medicine; Depression (economics); Odds ratio; Internal medicine; Cohort; Logistic regression; Center for Epidemiologic Studies Depression Scale; Odds; Ordered logit; Demography; Depressive symptoms; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000978448,0.0001753679,0.000321534,0.0005668117,0.000309379,0.0006929414,0.0002596499,0.0003279808,0.0005995107],"category_scores_gemma":[0.003509922,0.0001817354,0.0004252432,0.0008415266,0.0001921736,0.0005014376,0.0006748076,0.0005703284,0.0001245831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373909,"about_ca_system_score_gemma":0.0003548233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007197419,"about_ca_topic_score_gemma":0.007143155,"domain_scores_codex":[0.9994714,0.0001845175,0.0000576118,0.0000919737,0.00009512912,0.00009942377],"domain_scores_gemma":[0.9984331,0.000278888,0.0008209122,0.00005759769,0.0001843826,0.0002252386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911727,0.00001934963,0.996416,0.00001025449,0.00005942295,0.00008558291,0.000174972,0.000208167,0.0001671761,0.00003076413,0.00006909504,0.002568008],"study_design_scores_gemma":[0.000005200627,0.00006790394,0.9989855,0.00001113762,0.00001369289,0.0001370872,0.0001679751,0.0003976724,0.00003046161,0.00005863873,0.0001206713,0.000004063198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989611,0.000372134,0.0001312637,0.00008270895,0.000001978188,0.000006427435,0.0002692319,0.000002654798,0.0001724707],"genre_scores_gemma":[0.9992348,0.0001715778,0.0001126588,0.00001439855,0.000002463973,0.000005912683,0.0003748592,0.000001190513,0.00008211981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007197419,"threshold_uncertainty_score":0.01431102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279135138222597,"score_gpt":0.271172080281834,"score_spread":0.258380728899608,"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."}}