{"id":"W4406218270","doi":"10.1002/alz.093131","title":"Socioeconomic and health‐related disparities associated with healthy brain aging in Latin American countries","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":"McGill University","funders":"","keywords":"Socioeconomic status; Latin Americans; Health equity; Gerontology; Healthy aging; Psychology; Environmental health; Medicine; Political science; Public health; Population","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"],"consensus_categories":[],"category_scores_codex":[0.001288468,0.0002512679,0.0003321282,0.0001028366,0.0002688996,0.0001125345,0.0001240837,0.00005751186,0.0006890892],"category_scores_gemma":[0.00001753222,0.000251198,0.00003241899,0.0002547629,0.0006232066,0.0003941322,0.0001453872,0.0003616333,0.0002945543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147395,"about_ca_system_score_gemma":0.00008299955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00828998,"about_ca_topic_score_gemma":0.007470737,"domain_scores_codex":[0.9975752,0.0002455054,0.0004999474,0.0007130857,0.0002481605,0.0007181357],"domain_scores_gemma":[0.9991473,0.0002812105,0.0001838473,0.0001903011,0.000003304285,0.0001940291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001716366,0.0000666817,0.9323059,0.00002178595,0.001283316,0.00003009953,0.003405077,0.0001993154,0.0000311848,0.0003756359,0.002768429,0.05949546],"study_design_scores_gemma":[0.0005449054,0.0002195746,0.9880982,0.000115555,0.0003736026,0.000006079017,0.0005447936,0.002367387,0.00004842451,0.0003839916,0.006934297,0.0003632084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399657,0.0260579,0.0001138973,0.03224867,0.0001363625,0.0006032197,0.00002840612,0.0001454423,0.0007003967],"genre_scores_gemma":[0.9927186,0.0005297628,0.0003227763,0.006229866,0.00002182822,0.00005757648,0.00004068153,0.00005020063,0.00002867173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05913226,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166274113403854,"score_gpt":0.2686215918583239,"score_spread":0.2519941805179385,"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."}}