{"id":"W2783249601","doi":"10.1097/wad.0000000000000241","title":"Cognitive Function and its Risk Factors Among Older US Adults Living at Home","year":2018,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Gerontology; Medicine; Confidence interval; Cognition; Population; Demography; National Health and Nutrition Examination Survey; Cognitive impairment; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002588568,0.0003357265,0.0003016499,0.0002006963,0.0005330919,0.00006085218,0.00007309375,0.0001385448,0.001823055],"category_scores_gemma":[0.0007863576,0.000299508,0.0001814597,0.0003881392,0.0002964321,0.0003135296,0.0001644438,0.000267103,0.0002318063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007107041,"about_ca_system_score_gemma":0.0001016347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002576058,"about_ca_topic_score_gemma":0.0003704623,"domain_scores_codex":[0.9974945,0.0002579438,0.000277811,0.0006276358,0.0006615563,0.0006805298],"domain_scores_gemma":[0.9981806,0.0003091698,0.0001982866,0.0001608113,0.0004432639,0.0007078809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009446401,0.0007899362,0.9913414,0.00002869145,0.001893487,0.000008763688,0.0006665514,1.71546e-7,0.00001524685,0.000002530318,0.0003936942,0.003914897],"study_design_scores_gemma":[0.004518038,0.0007195024,0.9881054,0.0003799124,0.004331509,4.081917e-7,0.0008748855,0.0004806702,0.0000805911,0.00005924987,0.0001064735,0.0003433878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918761,0.001266476,0.00001101657,0.0000971624,0.0001642114,0.004445366,0.0001522508,0.0001635137,0.001823934],"genre_scores_gemma":[0.9978903,0.00022323,0.00000120779,0.0002431196,0.00009389257,0.0007490998,0.0002678666,0.00005947894,0.0004718385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006014197,"threshold_uncertainty_score":0.9999457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163073891114143,"score_gpt":0.269492602305789,"score_spread":0.2578618633946476,"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."}}