{"id":"W4288056058","doi":"10.18231/j.agems.2022.005","title":"An intergenerational analysis of cognitive impairment in healthy elders","year":2022,"lang":"en","type":"article","venue":"Annals of Geriatric Education and Medical Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Gerontology; Dementia; Cognition; Cognitive impairment; Medicine; Socioeconomic status; Young adult; Population; Healthy aging; Psychology; Disease; Psychiatry; Internal medicine; Environmental health","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":[0.0006055327,0.0001794838,0.0001896548,0.001699136,0.0005635988,0.0004614704,0.0001980801,0.0001861086,0.001420391],"category_scores_gemma":[0.00182684,0.00009969883,0.0003755433,0.001152446,0.0001893489,0.0003393807,0.0007152205,0.0002289701,0.0001647412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778778,"about_ca_system_score_gemma":0.000236779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233632,"about_ca_topic_score_gemma":0.01466406,"domain_scores_codex":[0.9997028,0.0001141858,0.00002765847,0.00004789736,0.00005895169,0.00004848124],"domain_scores_gemma":[0.9991915,0.0001597235,0.0002425356,0.0001129407,0.000192413,0.0001009405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006805598,0.00002077862,0.9959719,0.000008579014,0.00005148057,0.0002706578,0.0006177833,0.00002522147,0.0001085054,0.00003546853,0.00007000789,0.002751539],"study_design_scores_gemma":[5.881332e-7,0.00004598379,0.9989993,0.000004264264,0.00001854841,0.0002604268,0.0004213762,0.00005406838,0.000025401,0.00003290336,0.0001354521,0.00000182049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990503,0.000223326,0.00006459234,0.00002063039,0.000003420626,0.000007588215,0.0002122429,0.000001157954,0.0004166695],"genre_scores_gemma":[0.9993186,0.0001467342,0.00007320428,0.000005738852,0.000002707028,0.000007187157,0.0002024632,9.405398e-7,0.0002424208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233632,"threshold_uncertainty_score":0.02452904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655103690582879,"score_gpt":0.4495989106037577,"score_spread":0.3930478736979289,"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."}}