{"id":"W4281572433","doi":"10.1159/000525219","title":"From Dementia to Eumentia: A New Approach to Dementia Prevention","year":2022,"lang":"en","type":"review","venue":"Neuroepidemiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Medicine; Cognitive impairment; Vascular dementia; Disease; Psychological intervention; Cognition; Alzheimer's disease; Gerontology; Psychiatry; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001675415,0.0008430553,0.003349673,0.0009312243,0.0002248449,0.00005448284,0.0008253402,0.0003556497,0.01287899],"category_scores_gemma":[0.002020998,0.0007593803,0.001156455,0.001127999,0.00005718992,0.00008445189,0.001421985,0.001306398,0.002798558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519384,"about_ca_system_score_gemma":0.0009137492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226071,"about_ca_topic_score_gemma":0.00001244039,"domain_scores_codex":[0.991405,0.00261154,0.001694755,0.002189282,0.0007723182,0.00132713],"domain_scores_gemma":[0.9959481,0.001060306,0.0004613058,0.001207374,0.00008267073,0.001240276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001138457,0.000558614,0.0005153018,0.001850285,0.002338005,0.00008785093,0.00005342272,0.000002623018,0.00001007799,0.0001049756,0.1662824,0.8280826],"study_design_scores_gemma":[0.0008386061,0.001261473,0.0008224111,0.00108655,0.007168288,0.0001292659,0.00003246922,0.000008804174,0.000002506458,0.0002570306,0.9879068,0.0004857644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001227083,0.9645728,0.01230216,0.001078671,0.001043907,0.006551439,0.0001180732,0.0001803475,0.0140299],"genre_scores_gemma":[0.00002774485,0.9717237,0.007807449,0.004887367,0.001062467,0.002377648,0.002560392,0.0001847312,0.009368555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8275968,"threshold_uncertainty_score":0.9994857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855741149156013,"score_gpt":0.4418359196304207,"score_spread":0.2562618047148194,"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."}}