{"id":"W7045349058","doi":"","title":"Associations between Cardiovascular Signal Entropy and Cognitive Performance over Eight Years","year":2021,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample entropy; Cognition; Supine position; Effects of sleep deprivation on cognitive performance; Entropy (arrow of time); Montreal Cognitive Assessment; Blood pressure; Ageing","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":[0.0006742778,0.0004114906,0.0002460163,0.0006632984,0.000279229,0.0005029989,0.0002793744,0.0003638833,0.0007557477],"category_scores_gemma":[0.002232031,0.0001360037,0.0003307352,0.0003797822,0.0001943176,0.0003367242,0.0005253482,0.0003679884,0.0001672765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169117,"about_ca_system_score_gemma":0.0001259027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447489,"about_ca_topic_score_gemma":0.007692975,"domain_scores_codex":[0.9997887,0.00004164815,0.00002481603,0.00006611854,0.00004036053,0.00003837304],"domain_scores_gemma":[0.9988181,0.0002516911,0.0004613622,0.0001194536,0.0001830514,0.0001663063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230147,0.00005192934,0.9967293,0.000009158942,0.0001309756,0.00003895542,0.00007676284,0.00008278255,0.0005590011,0.0000142005,0.00004476785,0.002032019],"study_design_scores_gemma":[0.000001255157,0.00006377316,0.9997036,8.673894e-7,0.000009238098,0.00002523236,0.00002165153,0.00009218029,0.00004144167,0.00001130045,0.00002763993,0.000001706517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993187,0.00008943919,0.0001165945,0.00001011522,0.000005053345,0.000003152571,0.0002212356,0.000004007828,0.0002317028],"genre_scores_gemma":[0.9990329,0.00004687492,0.000114319,0.00001066759,0.000008888983,0.000005435416,0.0004560955,0.000001468023,0.0003233374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004447489,"threshold_uncertainty_score":0.008843184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463787082850287,"score_gpt":0.24188291660085,"score_spread":0.2272450457723471,"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."}}