{"id":"W4304756160","doi":"10.1186/s40798-022-00507-x","title":"Total Sedentary Time and Cognitive Function in Middle-Aged and Older Adults: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Sports Medicine - Open","topic":"Physical Activity and Health","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"CINAHL; Cognition; Gerontology; Meta-analysis; PsycINFO; Scopus; Sedentary lifestyle; Population; Cognitive decline; Medicine; Dementia; Psychology; Physical therapy; MEDLINE; Psychological intervention; Physical activity; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001921894,0.0005194604,0.01234987,0.0004114236,0.0001148707,0.00002331379,0.0001120718,0.000131552,0.005598018],"category_scores_gemma":[0.0002671347,0.0003173319,0.0004405016,0.0009370999,0.0001431772,0.0002020496,0.0003075922,0.0007465727,0.000005310549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007406138,"about_ca_system_score_gemma":0.000159956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009290375,"about_ca_topic_score_gemma":0.0000820712,"domain_scores_codex":[0.9965846,0.0005350435,0.001237678,0.0008383131,0.0005395046,0.0002648472],"domain_scores_gemma":[0.9978772,0.0005893745,0.000769499,0.0003912276,0.00004475619,0.0003279209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007982834,0.0002513072,0.00001605146,0.9417385,0.03604231,0.0002459863,0.0003728331,8.080047e-9,1.792006e-8,0.000004126982,0.0002752612,0.02097376],"study_design_scores_gemma":[0.0009709952,0.0004086922,0.0004330807,0.2253561,0.7685091,0.000349828,0.0002903909,0.000003923397,6.952209e-9,0.00001133291,0.003427064,0.0002395051],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001586313,0.9887393,0.000001969401,0.0005542887,0.00002870587,0.009810977,0.0001130367,0.00001686962,0.0005762847],"genre_scores_gemma":[0.0004973479,0.9929352,0.00000902781,0.002233333,0.0000606282,0.0009675462,0.001065029,0.00003890648,0.002192953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7324668,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116563917875746,"score_gpt":0.3738164764122487,"score_spread":0.2621600846246742,"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."}}