{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002761579,0.000106906,0.0004002687,0.00003934523,0.000090229,0.00003247221,0.00002707807,0.0000898517,0.0006039641],"category_scores_gemma":[0.0001475417,0.0001065621,0.0001887731,0.000121006,0.00005337477,0.00008595824,0.00003784488,0.0002151347,0.00009063603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000088086,"about_ca_system_score_gemma":0.00021212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002941916,"about_ca_topic_score_gemma":0.000001388529,"domain_scores_codex":[0.9989471,0.0001042079,0.0002125265,0.000272037,0.0002239154,0.0002401464],"domain_scores_gemma":[0.9993674,0.0001821632,0.00003826038,0.0001758141,0.0000993735,0.0001370058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005896446,0.0002920375,0.8967359,0.00009780924,0.003967907,0.0002490497,0.001236209,0.00002369437,0.02214589,0.001479534,0.000649797,0.07306319],"study_design_scores_gemma":[0.002702846,0.00008654862,0.9531186,0.00006178682,0.0007455742,0.00001277177,0.00004947356,0.0006266604,0.006345703,0.0000818757,0.03602754,0.0001405849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966676,0.001144088,0.0007368397,0.0005313369,0.00008466509,0.0002262969,0.0001304044,0.0000328848,0.0004458575],"genre_scores_gemma":[0.9982244,0.0001296328,0.0002204607,0.0002932778,0.0004570999,0.000009629677,0.0001511665,0.00001317058,0.0005011183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0729226,"threshold_uncertainty_score":0.6612983,"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."}}