{"id":"W3011023624","doi":"10.3389/fnagi.2020.00040","title":"Autonomic Nervous System and Cognitive Impairment in Older Patients: Evidence From Long-Term Heart Rate Variability in Real-Life Setting","year":2020,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Heart rate variability; Cognition; Autonomic nervous system; Medicine; Cardiology; Effects of sleep deprivation on cognitive performance; Internal medicine; Heart rate; Population; Multivariate analysis; Blood pressure; Audiology; Physical medicine and rehabilitation; Physical therapy; Cognitive impairment; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001977675,0.000228033,0.0005914505,0.0001829137,0.00007476094,0.00007823908,0.0001666715,0.00008371611,0.000005684317],"category_scores_gemma":[0.002361233,0.0002300563,0.00004886661,0.0005480192,0.0002131586,0.0004180839,0.000162464,0.0004701018,0.000003227461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004888636,"about_ca_system_score_gemma":0.0004453124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006041287,"about_ca_topic_score_gemma":0.00003184801,"domain_scores_codex":[0.9967671,0.000753511,0.0007124949,0.001059389,0.0002031521,0.0005043361],"domain_scores_gemma":[0.9986972,0.0005770776,0.000124808,0.0002620829,0.00004036307,0.0002984945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013667,0.0001368208,0.9903837,0.0001839408,0.000002705491,0.00006683674,0.002349399,0.000304421,0.004445648,0.000002087797,0.00002126768,0.002001832],"study_design_scores_gemma":[0.001816808,0.0001133742,0.8488802,0.001132801,0.00001650571,0.000002147007,0.0003044448,0.1473627,0.0001978485,0.000006752795,0.000006843778,0.0001595182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991021,0.0001039037,0.003652646,0.003212343,0.000604623,0.001296547,0.00002203122,0.00006929589,0.00001762037],"genre_scores_gemma":[0.9966758,0.00003168648,0.0005154125,0.002647241,0.00005010587,0.00005264835,0.00000554064,0.00001573525,0.000005770259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470583,"threshold_uncertainty_score":0.9381424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904752165884405,"score_gpt":0.2651237338821436,"score_spread":0.2460762122232996,"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."}}