{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750243,0.000152024,0.0006433499,0.0002639471,0.0001072961,0.0000174773,0.00009577304,0.000346661,0.0001128486],"category_scores_gemma":[0.0004719005,0.0001574748,0.0002001469,0.0005457326,0.0003829524,0.0002223774,0.0001088463,0.0004104129,0.00002905447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008545304,"about_ca_system_score_gemma":0.0004349073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591456,"about_ca_topic_score_gemma":0.00000946311,"domain_scores_codex":[0.9986865,0.00003160155,0.0004059779,0.0003772124,0.0002273352,0.0002713725],"domain_scores_gemma":[0.9991088,0.00007244156,0.000106666,0.0003719394,0.0002511864,0.00008897056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008180193,0.000740251,0.5734401,0.0003985752,0.007259943,0.0004780289,0.0004730191,0.00009099686,0.06007823,0.01689988,0.0008271232,0.3392321],"study_design_scores_gemma":[0.007899544,0.0004165882,0.6168743,0.0005680513,0.002148225,0.00009877251,0.0001821634,0.0008830642,0.103651,0.001361086,0.2653723,0.0005449704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948494,0.001311451,0.0005689281,0.001996969,0.0001957164,0.0003134742,0.0001568975,0.0001053288,0.0005018754],"genre_scores_gemma":[0.9977795,0.0002259054,0.001383365,0.0001209012,0.0001608324,0.00002060999,0.000131835,0.00001373417,0.0001632752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386871,"threshold_uncertainty_score":0.6421634,"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."}}