{"id":"W4415150170","doi":"10.3390/geriatrics10050132","title":"Alzheimer’s Disease in Illinois: Analyzing Disparities and Projected Trends","year":2025,"lang":"en","type":"review","venue":"Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Alzheimer's Association","keywords":"Socioeconomic status; Public health; Psychological intervention; Context (archaeology); Disease; Health equity; Health care; Population; Social determinants of health","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":[0.00143208,0.0001936086,0.0001960787,0.002562897,0.0003723721,0.0009727154,0.0003317318,0.0002560059,0.001495623],"category_scores_gemma":[0.002823202,0.0001056365,0.0006652102,0.004134543,0.0001739222,0.0007559314,0.0008510059,0.0005071508,0.0001910606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453268,"about_ca_system_score_gemma":0.006568542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2181807,"about_ca_topic_score_gemma":0.3264678,"domain_scores_codex":[0.9994773,0.0001254761,0.00005832857,0.00006494411,0.0001703599,0.0001034833],"domain_scores_gemma":[0.9986268,0.0002785014,0.000297485,0.00002856563,0.0006353032,0.0001332866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544409,0.0001092932,0.7772197,0.002231473,0.0003208534,0.0002838333,0.002062533,0.004088057,0.0003897655,0.00618095,0.05253622,0.1544229],"study_design_scores_gemma":[0.0000240827,0.0001300546,0.8896521,0.002517021,0.0002934126,0.0002596642,0.00441985,0.006012583,0.0004338827,0.002495286,0.09369263,0.00006947725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7996927,0.05302799,0.005591378,0.02754289,0.0004022565,0.0003668965,0.08190142,0.0003488114,0.03112556],"genre_scores_gemma":[0.9083029,0.03793156,0.008270085,0.00286475,0.0001634666,0.0005837946,0.03814246,0.00005275213,0.003688223],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2181807,"threshold_uncertainty_score":0.4338215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898509939610141,"score_gpt":0.3796605876042791,"score_spread":0.3306754882081777,"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."}}