{"id":"W4398236686","doi":"10.14283/jpad.2024.98","title":"Validation of a Community-Based Approach Toward Personalized Dementia Risk Reduction: The Kimel Family Centre for Brain Health and Wellness","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Reduction (mathematics); Gerontology; Psychology; Medicine; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022542,0.0001029293,0.0002400765,0.0001396419,0.0001962955,0.00002577819,0.0001324995,0.00002346354,0.00007068511],"category_scores_gemma":[0.0001129044,0.00006025895,0.0002734768,0.0001935205,0.0002241509,0.0001170656,0.00003504528,0.0002734346,8.06197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995255,"about_ca_system_score_gemma":0.0005522285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409278,"about_ca_topic_score_gemma":2.324362e-7,"domain_scores_codex":[0.9972935,0.001519622,0.0004911365,0.00007551616,0.0004812797,0.0001389945],"domain_scores_gemma":[0.998664,0.0002457316,0.000424013,0.0001763846,0.0003163546,0.0001734914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07288833,0.02273703,0.02942889,0.03191042,0.05184748,0.00002850467,0.07904285,0.001205064,0.04100747,0.006424661,0.1217881,0.5416912],"study_design_scores_gemma":[0.06088233,0.02197125,0.425235,0.01207494,0.1021699,0.0004150209,0.177434,0.0182328,0.1092482,0.03679321,0.03420425,0.001339087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224551,0.02748278,0.03030482,0.01790352,0.0001548229,0.001496828,0.00008845633,0.00001095058,0.0001027766],"genre_scores_gemma":[0.9986219,0.0004386041,0.0004311304,0.0002121658,0.00007729396,0.00001336589,0.00005511162,0.00001293643,0.0001375314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5403521,"threshold_uncertainty_score":0.2457289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575097740845852,"score_gpt":0.3650041261747495,"score_spread":0.299253148766291,"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."}}