{"id":"W4406218740","doi":"10.1002/alz.085754","title":"Kimel Family Centre for Brain Health and Wellness: Protocol for a Naturalistic Longitudinal Personalized Multidomain Preference Dementia Risk Reduction Trial","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Dementia; Protocol (science); Preference; Psychology; Gerontology; Medicine; Alternative medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02219107,0.00445682,0.004768481,0.001290947,0.004386269,0.003278821,0.002810676,0.004973278,0.06390496],"category_scores_gemma":[0.02080746,0.002839153,0.002897403,0.001690402,0.001746059,0.003661739,0.001796141,0.006078882,0.01038096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859099,"about_ca_system_score_gemma":0.01246253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006078697,"about_ca_topic_score_gemma":0.009031876,"domain_scores_codex":[0.9904558,0.005278729,0.0008571843,0.001116385,0.001055387,0.001236471],"domain_scores_gemma":[0.9926004,0.001670285,0.001332654,0.001344698,0.001665272,0.001386809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8861414,0.02044797,0.002445428,0.007468177,0.001983257,0.0003285137,0.0005934566,0.001364673,0.001162541,0.004686438,0.04608153,0.02729668],"study_design_scores_gemma":[0.9249047,0.02741046,0.006649076,0.001463666,0.0007861729,0.00007322551,0.0001876226,0.001806375,0.0007559856,0.005322887,0.03051613,0.0001237187],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007550705,0.0003347261,0.001998638,0.0005257129,0.0003956341,0.9826977,0.004009799,0.0001555733,0.002331574],"genre_scores_gemma":[0.004037837,0.00004818908,0.001104325,0.0001804751,0.00003325632,0.9938242,0.000271956,0.000004642258,0.0004949877],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06390496,"threshold_uncertainty_score":0.2137834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818443050280747,"score_gpt":0.3346045994508228,"score_spread":0.2864201689480154,"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."}}