{"id":"W4406219984","doi":"10.1002/alz.085391","title":"Asian Cohort for Alzheimer’s Disease (ACAD) Study on Genetic and Non‐Genetic Risk Factors for Alzheimer’s Disease among Asian Americans and Canadians","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of British Columbia","funders":"","keywords":"Disease; Cohort; Alzheimer's disease; Medicine; Cohort study; Gerontology; Genetics; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000471393,0.0007182556,0.0004839879,0.0001951167,0.0007980898,0.0002366558,0.0003733714,0.0001073537,0.000302635],"category_scores_gemma":[0.0000785657,0.000712349,0.0001893273,0.0002907589,0.0006535097,0.0003395712,0.0002426712,0.0003164345,0.00007997109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007336296,"about_ca_system_score_gemma":0.0001261489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009459953,"about_ca_topic_score_gemma":0.00438408,"domain_scores_codex":[0.9952793,0.0002397681,0.0006575701,0.002042491,0.0005844493,0.001196414],"domain_scores_gemma":[0.9968354,0.0002875853,0.0002109795,0.0007602909,0.00001583615,0.001889905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007479679,0.0002425117,0.8919274,0.00001505924,0.005017278,0.00007056806,0.001590551,0.000198771,0.00002521567,0.00000897953,0.00105233,0.09977652],"study_design_scores_gemma":[0.0007357362,0.0005069016,0.9540048,0.00004062517,0.03399757,0.000001688338,0.00120514,0.004121827,0.00007880359,0.0002301899,0.004299259,0.0007774223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626461,0.02292857,0.002740717,0.0008876672,0.0004174049,0.008650017,0.001137835,0.0001311907,0.0004604603],"genre_scores_gemma":[0.9956699,0.0003561381,0.001410628,0.000536484,0.0001310258,0.001581573,0.0001128751,0.0001857625,0.00001561757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0989991,"threshold_uncertainty_score":0.9995328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239010241207252,"score_gpt":0.276351738244566,"score_spread":0.2539616358324935,"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."}}