{"id":"W3036608395","doi":"10.1093/ageing/afaa106","title":"Dual decline in gait speed and cognition is associated with future dementia: evidence for a phenotype","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of Alberta; Université de Montréal; Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Western University; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Medicine; Cognition; Cognitive decline; Gait; Dyslipidemia; Proportional hazards model; Incidence (geometry); Preferred walking speed; Cohort; Internal medicine; Physical therapy; Physical medicine and rehabilitation; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002851252,0.00008235951,0.0001569172,0.00002257922,0.0002444065,0.00001496283,0.00002738807,0.00009755942,0.00001243275],"category_scores_gemma":[0.0001469961,0.00006899991,0.00001631961,0.0001169814,0.00001778819,0.0001626101,0.00004848449,0.0001999168,0.000004194197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109386,"about_ca_system_score_gemma":0.00002606752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005105985,"about_ca_topic_score_gemma":0.000706114,"domain_scores_codex":[0.9992285,0.00009450949,0.0001901025,0.0001927662,0.00008171264,0.0002123651],"domain_scores_gemma":[0.9995353,0.000206296,0.0001074215,0.00004163161,0.00004774453,0.00006158656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005598389,0.001322526,0.452399,0.007775479,0.001451976,0.006146278,0.1090502,0.000003492557,0.2082297,0.002390806,0.03860227,0.1670298],"study_design_scores_gemma":[0.003616584,0.0002289971,0.9886233,0.001458074,0.0001532976,8.677708e-7,0.001865531,0.001068651,0.000009644998,0.001141184,0.001674717,0.0001591421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938499,0.001234406,0.0004855974,0.003556715,0.00006631079,0.0005215817,0.00001748098,0.00003240595,0.0002356262],"genre_scores_gemma":[0.9940761,0.0004654311,0.0002893971,0.004660912,0.0003236434,0.00002241892,0.00005725693,0.00001051875,0.00009434595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362243,"threshold_uncertainty_score":0.2813735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06373465230458601,"score_gpt":0.3565609261780652,"score_spread":0.2928262738734791,"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."}}