{"id":"W3112615151","doi":"10.1002/alz.046393","title":"Lower average daily step count is associated with poorer executive function and rurality in a veteran cohort","year":2020,"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":"","funders":"","keywords":"Rurality; Medicine; Cohort; Activities of daily living; Gerontology; Population; Cognition; Dementia; Demography; Rural area; Cohort study; Cognitive decline; Montreal Cognitive Assessment; Physical therapy; Cognitive impairment; Environmental health; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002962583,0.0002382846,0.0002513087,0.0004673209,0.0005639814,0.0005743604,0.0003236749,0.0002657819,0.002241196],"category_scores_gemma":[0.00073894,0.000233049,0.0002638363,0.000513366,0.0001945679,0.0002723135,0.0003161088,0.0004495322,0.0003114788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878467,"about_ca_system_score_gemma":0.0002913228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528909,"about_ca_topic_score_gemma":0.01501003,"domain_scores_codex":[0.9998597,0.00002778459,0.000009436171,0.00004455706,0.00002432086,0.00003421861],"domain_scores_gemma":[0.9995793,0.00003330991,0.0001321365,0.00004082267,0.00007171998,0.0001426945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008808393,0.00003975357,0.9988256,0.000002312188,0.00002621486,0.00006772695,0.00009254378,0.00000876724,0.0002268645,0.000006671195,0.0001008734,0.0005145939],"study_design_scores_gemma":[0.000005600213,0.00008365771,0.9992211,0.000001967308,0.00001474021,0.0001666958,0.0002780276,0.00009303066,0.00003266727,0.00001253965,0.00008828957,0.00000167664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997043,0.00002776456,0.00001876552,0.00001726947,0.000002331457,0.000002295206,0.0001100493,0.000001149756,0.0001159479],"genre_scores_gemma":[0.9996118,0.00002154485,0.00002166935,0.00001505409,0.000004686544,0.000003163321,0.0001232623,0.00000111178,0.0001978023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528909,"threshold_uncertainty_score":0.03040022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279040208198242,"score_gpt":0.2730051723448085,"score_spread":0.2502147702628261,"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."}}