{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005506085,0.001056394,0.0009452854,0.002937543,0.002875009,0.006062031,0.001843437,0.00401467,0.009332989],"category_scores_gemma":[0.009552011,0.0003436289,0.001364925,0.00123372,0.004159972,0.007701278,0.007648052,0.008577104,0.00208028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906246,"about_ca_system_score_gemma":0.01124106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005275705,"about_ca_topic_score_gemma":0.01005246,"domain_scores_codex":[0.9960337,0.002226672,0.0002282863,0.0004280793,0.0007299354,0.0003531949],"domain_scores_gemma":[0.9950265,0.001689517,0.0003523789,0.0003161029,0.0008965405,0.001718992],"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":[0.0001656627,0.001031243,0.005302985,0.002384245,0.0001627671,0.0006811451,0.005246765,0.0004936465,0.0004799012,0.09647031,0.1315007,0.7560806],"study_design_scores_gemma":[0.0001916551,0.0005706095,0.008014896,0.007867632,0.0002332886,0.0016412,0.006749833,0.001263095,0.0006175973,0.1264046,0.8463315,0.0001141623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01477921,0.1185109,0.04919165,0.6980547,0.01449089,0.0006803839,0.0002141615,0.001049665,0.1030284],"genre_scores_gemma":[0.3114504,0.2049939,0.1606546,0.2576566,0.01744088,0.002152553,0.0004234107,0.0003556369,0.04487201],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009332989,"threshold_uncertainty_score":0.03122193,"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."}}