{"id":"W4390201760","doi":"10.1002/alz.080521","title":"Indigenous individuals present distinct modifiable risk factors of dementia than white individuals: an ELSI‐Brazil study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Indigenous; Demography; Dementia; Cohort; Epidemiology; Population; Gerontology; Medicine; Risk factor; Cohort study; Ethnic group; Disease; Biology; Internal medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003923824,0.0005616068,0.0007651113,0.0007236582,0.003766789,0.00006448747,0.0009180392,0.0003796977,0.001264993],"category_scores_gemma":[0.0001500776,0.0005186495,0.0001587664,0.001301499,0.0001079573,0.0005788433,0.0004290878,0.0009131411,0.0008934922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005120167,"about_ca_system_score_gemma":0.001474725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02564654,"about_ca_topic_score_gemma":0.0027944,"domain_scores_codex":[0.9917728,0.002070902,0.001871524,0.0009113137,0.001189007,0.002184452],"domain_scores_gemma":[0.9957339,0.0005470747,0.001428394,0.001273413,0.0003689343,0.0006483485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000279759,0.001198946,0.8375104,0.00006670349,0.007216812,0.000002937753,0.1453959,0.0001677797,0.00001148773,0.00002551437,0.005913786,0.0024617],"study_design_scores_gemma":[0.001214826,0.0008010149,0.9333699,0.00005089556,0.01090553,5.165549e-7,0.04314252,0.0001021557,0.0002366875,0.0003608494,0.009318043,0.0004971119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835247,0.006654972,0.00004812756,0.0001130741,0.002135189,0.005239076,0.0007165368,0.0004022561,0.001166086],"genre_scores_gemma":[0.9962016,0.0001865881,0.0003429054,0.0001121157,0.0004978815,0.0007902455,0.001607414,0.0001299993,0.0001312646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022534,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09150984798472858,"score_gpt":0.410799756436932,"score_spread":0.3192899084522034,"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."}}