{"id":"W3205552818","doi":"10.3390/e23101337","title":"Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years","year":2021,"lang":"en","type":"article","venue":"Entropy","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Sample entropy; Cognition; Montreal Cognitive Assessment; Ageing; Supine position; Cognitive decline; Cardiology; Medicine; Effects of sleep deprivation on cognitive performance; Entropy (arrow of time); Internal medicine; Audiology; Demography; Psychology; Dementia; Cognitive impairment; Statistics; Mathematics; Time series; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008242626,0.0004053057,0.0002664603,0.0007560779,0.0002486567,0.0004878436,0.0002404874,0.0003281307,0.000673808],"category_scores_gemma":[0.002566366,0.0001128698,0.0003576085,0.0004856822,0.0001883481,0.0003650714,0.0005302598,0.0003553283,0.0001436079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512864,"about_ca_system_score_gemma":0.0001262036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304112,"about_ca_topic_score_gemma":0.00572963,"domain_scores_codex":[0.9997775,0.00004964279,0.00002868215,0.00006568272,0.00004173789,0.00003670896],"domain_scores_gemma":[0.9988247,0.0003189764,0.0004269899,0.0001233534,0.0001616882,0.0001443521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000226093,0.0000438856,0.9958467,0.00001146159,0.0001378033,0.00004130723,0.00009493783,0.0001249659,0.000732355,0.00002024758,0.00003542013,0.002684905],"study_design_scores_gemma":[0.000001058442,0.00007281762,0.9996444,8.595844e-7,0.00001013685,0.00002821732,0.00002393542,0.0001226441,0.00005016604,0.00001761444,0.00002627937,0.00000183802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991983,0.00009444333,0.0002230721,0.00001060991,0.00000486297,0.000003871803,0.0002407182,0.000004335697,0.0002197855],"genre_scores_gemma":[0.9991965,0.00004220321,0.0001721619,0.000009101322,0.000008273076,0.000004890998,0.0003711109,0.000001246634,0.0001946605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304112,"threshold_uncertainty_score":0.006569803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348068764635482,"score_gpt":0.240762745164253,"score_spread":0.2272820575178982,"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."}}