{"id":"W7116910347","doi":"10.1002/alz70860_099372","title":"The Asian Cohort for Alzheimer's Disease (ACAD) Study: 2025 Update","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Disease; Cohort; Ethnic group; Cohort study; MEDLINE; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006416017,0.0007245865,0.0008611965,0.00261685,0.0007138879,0.001290706,0.0009445213,0.0010539,0.005445529],"category_scores_gemma":[0.004119502,0.0004511937,0.0008097069,0.004109629,0.000186538,0.001143595,0.001399383,0.001008131,0.001959325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364389,"about_ca_system_score_gemma":0.00393157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07977363,"about_ca_topic_score_gemma":0.1077029,"domain_scores_codex":[0.9988071,0.000324584,0.0002379447,0.0001372343,0.0003498385,0.0001433551],"domain_scores_gemma":[0.9964791,0.0003895755,0.0005346665,0.000215421,0.001439434,0.0009417254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736597,0.0002743809,0.5017703,0.002323481,0.0008330885,0.00042396,0.0007106662,0.0002602696,0.0002528441,0.0006886217,0.3678012,0.1229246],"study_design_scores_gemma":[0.0005561488,0.0002608422,0.8310831,0.003365782,0.000929218,0.000473974,0.0009606209,0.0002656229,0.000159734,0.0003101368,0.1615653,0.00006952493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1962814,0.08208831,0.003301918,0.01475033,0.004176902,0.002588741,0.6586863,0.0006241825,0.03750188],"genre_scores_gemma":[0.3640712,0.05654924,0.0103932,0.0123397,0.002343053,0.009591434,0.5286712,0.0002177077,0.01582331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07977363,"threshold_uncertainty_score":0.1586186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374716238293297,"score_gpt":0.3456725638169276,"score_spread":0.3219254014339946,"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."}}