{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005770051,0.0003231646,0.0003017618,0.0009342173,0.000417754,0.0004676326,0.0002489867,0.000306086,0.0007269633],"category_scores_gemma":[0.002600948,0.0001073817,0.0002729201,0.0009585028,0.0001808561,0.0003508556,0.0002951915,0.0004844993,0.0001062106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645313,"about_ca_system_score_gemma":0.0003714561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614941,"about_ca_topic_score_gemma":0.03247523,"domain_scores_codex":[0.9997482,0.00005296886,0.0000401453,0.00004351436,0.00007694586,0.00003820557],"domain_scores_gemma":[0.9990342,0.0001027194,0.0004558976,0.0000424069,0.0002015067,0.0001633217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002362748,0.00003624182,0.9985526,0.000005748886,0.00002306739,0.00002546239,0.00004200738,0.00001591019,0.00002328206,0.00000578949,0.0001013249,0.001144922],"study_design_scores_gemma":[0.000001492449,0.00003280127,0.9997315,0.000004564568,0.00000999015,0.0000700992,0.0000557937,0.00003311662,0.000008705374,0.00001044596,0.00004066661,9.350692e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981297,0.0005681012,0.0000459307,0.00009259085,0.000008036798,0.00001273611,0.0004263143,0.000005547207,0.0007110513],"genre_scores_gemma":[0.9994098,0.0001307316,0.00005248859,0.0000412032,0.00001103297,0.000007484029,0.0002894743,6.292632e-7,0.00005717831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02614941,"threshold_uncertainty_score":0.05199444,"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."}}