{"id":"W3083882177","doi":"10.1111/jgs.16762","title":"Lifestyle Risk Factors and Cognitive Outcomes from the Multidomain Dementia Risk Reduction Randomized Controlled Trial, Body Brain Life for Cognitive Decline ( <scp>BBL‐CD</scp> )","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dementia Australia; Dementia Collaborative Research Centres, Australia; University of New South Wales; Australian National University; Neuroscience Research Australia; National Health and Medical Research Council; McMaster University; Dementia Australia Research Foundation","keywords":"Medicine; Dementia; Randomized controlled trial; Cognition; Gerontology; Cognitive decline; Cognitive aging; Reduction (mathematics); Psychiatry; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374306,0.001082323,0.002894907,0.0006178195,0.0004751796,0.0009651694,0.0006624155,0.001629973,0.006612523],"category_scores_gemma":[0.003556716,0.0005101166,0.002252841,0.0004854699,0.000452525,0.0006881938,0.0004857685,0.00262077,0.0003545671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304253,"about_ca_system_score_gemma":0.001497544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942866,"about_ca_topic_score_gemma":0.003362849,"domain_scores_codex":[0.9989027,0.0005607785,0.0001363381,0.0001550998,0.0001283367,0.0001166604],"domain_scores_gemma":[0.9986972,0.0004214845,0.0003775799,0.00006342168,0.0001235778,0.0003167053],"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":[0.9769506,0.00390589,0.001837148,0.002613762,0.002465392,0.00002670294,0.00003907278,0.0002092651,0.0005320645,0.00008129748,0.0007534694,0.01058529],"study_design_scores_gemma":[0.9798181,0.01152955,0.005729771,0.0001302413,0.001951233,0.00001405108,0.00001445201,0.000284751,0.000142861,0.00008033685,0.0002963273,0.000008240745],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615154,0.01483715,0.001250708,0.001253445,0.0009555246,0.0133336,0.00275761,0.0001811871,0.003915514],"genre_scores_gemma":[0.9539894,0.004183141,0.003813174,0.001554554,0.0005643084,0.03081226,0.001706208,0.00001993024,0.003356974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006612523,"threshold_uncertainty_score":0.02212107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585366971081542,"score_gpt":0.305697115260666,"score_spread":0.2898434455498505,"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."}}