{"id":"W4283708968","doi":"10.1136/annrheumdis-2022-eular.1361","title":"AB1430 COMPARISON OF COGNITIVE ABILITY ACROSS THE IMMUNE MEDIATED INFLAMMATORY DISEASES: SYSTEMATIC REVIEW AND META-REGRESSION","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cognition; Observational study; Psoriatic arthritis; Meta-analysis; Cognitive decline; Rheumatoid arthritis; Gerontology; Internal medicine; Clinical psychology; Disease; Dementia; 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":[0.01086289,0.003258459,0.0154569,0.002885727,0.0009723216,0.003628054,0.002187466,0.003697366,0.005419146],"category_scores_gemma":[0.02681756,0.002012076,0.04255624,0.005649316,0.001020793,0.002805965,0.002013952,0.0034382,0.0006608152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171143,"about_ca_system_score_gemma":0.001650151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182421,"about_ca_topic_score_gemma":0.01875297,"domain_scores_codex":[0.9891627,0.004902265,0.002690889,0.002016694,0.0007822189,0.0004452312],"domain_scores_gemma":[0.9888152,0.007613359,0.001691382,0.0008263817,0.0008348448,0.0002188253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005355965,0.00002343584,0.01029117,0.04845871,0.9319233,0.00007450111,0.00005391022,0.0002688905,0.0002002714,0.00008210589,0.0004194616,0.002848249],"study_design_scores_gemma":[0.0016011,0.0002058871,0.007862848,0.00192486,0.9873318,0.00004548546,0.00003942682,0.0002280097,0.0000567573,0.000169126,0.0005100807,0.0000246065],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04340794,0.9503834,0.002427478,0.0002996767,0.0008079282,0.0002841149,0.001611626,0.0001092531,0.000668601],"genre_scores_gemma":[0.8062274,0.1826553,0.004379208,0.001713731,0.0007670372,0.001139027,0.001611286,0.0001133644,0.001393538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0154569,"threshold_uncertainty_score":0.0574491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806311913452325,"score_gpt":0.3939372266791788,"score_spread":0.3258741075446556,"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."}}