{"id":"W2989538991","doi":"10.1093/geroni/igz038.3323","title":"THE IMPORTANCE OF MAINTAINING PHYSICAL ACTIVITY FOR TRANSITIONS BETWEEN COGNITIVE STATES: A COORDINATED ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Life expectancy; Cognition; Cognitive decline; Gerontology; Demographics; Cognitive impairment; Expectancy theory; Disease; Medicine; Demography; Psychology; Pathological; Physical activity; Dementia; Internal medicine; Physical medicine and rehabilitation; Psychiatry; Environmental health","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":[0.01819919,0.0009373781,0.00350046,0.00247004,0.0007041892,0.003259218,0.001342272,0.000872129,0.001637027],"category_scores_gemma":[0.03709999,0.000836062,0.01266928,0.002683662,0.0006618463,0.001289923,0.002025873,0.001451433,0.0001286829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558309,"about_ca_system_score_gemma":0.002536704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673217,"about_ca_topic_score_gemma":0.01712311,"domain_scores_codex":[0.9848222,0.01121124,0.0009803181,0.002078133,0.0005731013,0.0003349752],"domain_scores_gemma":[0.9754071,0.01783045,0.002538037,0.002394453,0.001384583,0.0004453903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.004045239,0.0003969387,0.3692665,0.01933815,0.428409,0.0004248185,0.001082001,0.03707425,0.001727367,0.005875579,0.006427847,0.1259323],"study_design_scores_gemma":[0.001100158,0.001468788,0.4766849,0.006248345,0.3820295,0.0003794277,0.000997939,0.07669697,0.001117966,0.0379843,0.01502493,0.0002667639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4874472,0.3366008,0.150265,0.007524679,0.0009426534,0.001635447,0.008878215,0.000971187,0.005734848],"genre_scores_gemma":[0.9734232,0.009972197,0.01379564,0.000423935,0.0001007461,0.0004367642,0.001508128,0.00007115978,0.0002683118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01819919,"threshold_uncertainty_score":0.09624767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246513820989747,"score_gpt":0.3181909680711958,"score_spread":0.2957258298612983,"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."}}