{"id":"W4405966563","doi":"10.1093/geroni/igae098.3401","title":"PREVALENCE OF LIFESTYLE-BASED MODIFIABLE DEMENTIA RISK FACTORS AMONG CANADIAN ADULTS AGES 50+","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Dementia; Medicine; Gerontology; Environmental health; Demography; Disease; Internal medicine","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":[0.000435966,0.000297042,0.0002962775,0.001640182,0.001542135,0.0007109772,0.0007376791,0.0003697759,0.00193158],"category_scores_gemma":[0.0009679456,0.0002388544,0.0005209307,0.002428641,0.0002925812,0.0002620454,0.0005302456,0.0004459239,0.0002248194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006339675,"about_ca_system_score_gemma":0.007859022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827626,"about_ca_topic_score_gemma":0.9879879,"domain_scores_codex":[0.9994777,0.0000227256,0.0000315925,0.00006405555,0.0002697552,0.0001342935],"domain_scores_gemma":[0.9993857,0.00002250968,0.0001472674,0.00001669251,0.0002972659,0.0001306197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002456627,0.0000194853,0.9964119,0.00002349078,0.00002343292,0.00002868095,0.0001895732,0.00001883811,0.00009289882,0.00002422232,0.0005318751,0.002611042],"study_design_scores_gemma":[0.000001805685,0.00001029525,0.9992855,0.00001295397,0.000009912786,0.00003151428,0.0003213429,0.00004898902,0.00001733301,0.000005660597,0.0002514022,0.000003242155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891186,0.0009451614,0.00007321693,0.0002006063,0.00001569911,0.00004698265,0.006008599,0.00001390879,0.003577223],"genre_scores_gemma":[0.996554,0.0006256597,0.0001498147,0.00006994448,0.000005864902,0.00002055758,0.001932213,0.00000190299,0.0006400791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01723742,"threshold_uncertainty_score":0.04599774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056047488033337,"score_gpt":0.3495379904174495,"score_spread":0.3189775155371161,"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."}}