{"id":"W4243473972","doi":"10.32920/ryerson.14656191.v1","title":"Predicting Heart Rate Variability In Individuals With Insomnia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Heart rate variability; Insomnia; Worry; Sleep (system call); Sleep disorder; Clinical psychology; Psychology; Proxy (statistics); Heart rate; Medicine; Psychiatry; Internal medicine; Anxiety; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311081,0.0001765427,0.0002696907,0.0004994525,0.0002056375,0.0003515861,0.0001401423,0.0002650245,0.0009044873],"category_scores_gemma":[0.002022087,0.0001593258,0.0002627799,0.0003838943,0.0001114828,0.000200862,0.0003037856,0.0003532015,0.000201457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009149042,"about_ca_system_score_gemma":0.0001222191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002085499,"about_ca_topic_score_gemma":0.003471162,"domain_scores_codex":[0.9998391,0.00004121787,0.00002751616,0.00003016968,0.00003964939,0.00002228265],"domain_scores_gemma":[0.999393,0.0001782763,0.0002544359,0.00003110636,0.00006695416,0.00007615882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006838112,0.00003012038,0.9971225,0.000008540735,0.00002602072,0.00002726851,0.00009850637,0.00002211591,0.0002388849,0.000005021183,0.00006293588,0.002289769],"study_design_scores_gemma":[0.000002016408,0.00004960992,0.999632,0.000002952913,0.000006745633,0.00006002474,0.00008362015,0.00009940021,0.00002022794,0.000009086664,0.00003327944,0.000001003627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999215,0.0002007795,0.00009730864,0.00002897359,0.000007885702,0.000008890705,0.0001151782,0.000002920416,0.0003230828],"genre_scores_gemma":[0.9992482,0.0001575751,0.0001938998,0.00002355161,0.00001542596,0.000009902278,0.0001946853,0.00000109129,0.0001556937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002085499,"threshold_uncertainty_score":0.004146755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790437171790062,"score_gpt":0.2673067031109559,"score_spread":0.2494023313930553,"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."}}