{"id":"W4390201008","doi":"10.1002/alz.073117","title":"The AGED Triad: Opportunities for delaying dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Dementia; Medicine; Apathy; Depression (economics); Diabetes mellitus; Stroke (engine); Physical therapy; Internal medicine; Cognition; Psychiatry; Disease; Endocrinology","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":[0.0008484138,0.0003584996,0.0004754762,0.0008134185,0.0006790024,0.0009110698,0.0004390683,0.0005412752,0.005423172],"category_scores_gemma":[0.004093136,0.0001738668,0.0003988076,0.0004903091,0.000230845,0.001104497,0.0008925318,0.0007444169,0.0007635906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733663,"about_ca_system_score_gemma":0.0008892649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039295,"about_ca_topic_score_gemma":0.009177133,"domain_scores_codex":[0.9996842,0.0001133069,0.00003054061,0.00004366929,0.00005170302,0.00007661818],"domain_scores_gemma":[0.9982161,0.0002759861,0.0005998224,0.0001120895,0.0002167219,0.0005792117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001132181,0.001415876,0.8038958,0.0002184931,0.00006826153,0.001409934,0.0006367637,0.0001737741,0.0008328274,0.0007620075,0.01276002,0.1766941],"study_design_scores_gemma":[0.0001159438,0.001685484,0.9768233,0.0003147029,0.0001604085,0.006155494,0.001349265,0.001317569,0.0005559869,0.002997427,0.008472258,0.00005214435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695944,0.005355696,0.002079674,0.005314157,0.0003525131,0.0001078274,0.0008242226,0.0002575821,0.01611389],"genre_scores_gemma":[0.9944365,0.001449269,0.001618857,0.0005541836,0.0002351682,0.00004723353,0.0003931474,0.000008943646,0.001256754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005423172,"threshold_uncertainty_score":0.01814228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351577398788034,"score_gpt":0.3587434986501253,"score_spread":0.2235857587713219,"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."}}