{"id":"W4379509199","doi":"10.1159/000531109","title":"Cognitive Activities, Lifestyle Factors, and Risk of Cognitive Impairment, with an Analysis of the Apolipoprotein Epsilon 4 Genotype","year":2023,"lang":"en","type":"article","venue":"Gerontology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Gerontology; Apolipoprotein E; Logistic regression; Affect (linguistics); Medicine; Risk factor; Psychology; Demography; Cognitive impairment; Psychiatry; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003853698,0.0001858885,0.0006022707,0.0004183705,0.0001084815,0.000008050402,0.00009115991,0.0001035646,0.0002274093],"category_scores_gemma":[0.0002764206,0.0001138554,0.0001348042,0.0009451347,0.0006115016,0.0000908142,0.0001069639,0.0002165568,0.000003535395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003065713,"about_ca_system_score_gemma":0.0001605572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021685,"about_ca_topic_score_gemma":0.004026886,"domain_scores_codex":[0.9982535,0.0003905121,0.0002570814,0.0003401482,0.000377109,0.0003816988],"domain_scores_gemma":[0.9985939,0.0005384323,0.0002505828,0.0002223255,0.0002615743,0.0001331824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001588109,0.0003268085,0.9886137,0.00005957674,0.003563959,0.00001659956,0.001978337,0.00000110336,0.0007634447,0.00003317717,0.0000119303,0.003043231],"study_design_scores_gemma":[0.00209843,0.00328028,0.9694967,0.00009530728,0.004638539,0.00001054909,0.008254119,0.0002630445,0.01170959,0.00003617531,0.000009675254,0.0001076249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977341,0.0001201823,0.0001734123,0.00006772653,0.00002770761,0.0008403252,0.0003383736,0.00003216591,0.0006659775],"genre_scores_gemma":[0.9991077,0.0001420475,0.00004320313,0.00003967206,0.00001649295,0.00005902374,0.000196345,0.00001730979,0.0003782692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911706,"threshold_uncertainty_score":0.464289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747434096612594,"score_gpt":0.3260947031169156,"score_spread":0.2986203621507896,"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."}}