{"id":"W4388921922","doi":"10.1111/psyp.14481","title":"Heart rate variability: Evaluating a potential biomarker of anxiety disorders","year":2023,"lang":"en","type":"review","venue":"Psychophysiology","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research and Innovation; Centre for Addiction and Mental Health Foundation; National Alliance for Research on Schizophrenia and Depression; Fahs-Beck Fund for Research and Experimentation; Brain and Behavior Research Foundation","keywords":"Psychology; Anxiety; Biomarker; Clinical psychology; Heart rate; Psychiatry; Internal medicine; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002520888,0.000483974,0.003274612,0.0002584964,0.00007513114,0.000009847514,0.0002078092,0.0006826936,0.0003893119],"category_scores_gemma":[0.0007982284,0.0003868404,0.001288832,0.0006384085,0.0002663495,0.00003767241,0.0001243689,0.0006201311,0.0004015601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009931736,"about_ca_system_score_gemma":0.0008756578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007801835,"about_ca_topic_score_gemma":0.000002998247,"domain_scores_codex":[0.9953814,0.001561905,0.001378703,0.0009726014,0.000181642,0.0005237792],"domain_scores_gemma":[0.9972619,0.0009821958,0.0004091227,0.001075737,0.0001133924,0.0001576999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009794993,0.0002885164,0.000007792084,0.01751491,0.0007585184,0.000002105064,0.0000312682,0.000004652814,0.00927212,0.000025859,0.0005761243,0.9714202],"study_design_scores_gemma":[0.001119874,0.0004058812,0.0006933129,0.003034695,0.001626209,0.00002416208,0.00001030429,0.001021682,0.000003218167,0.002087841,0.989608,0.0003648478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002326163,0.9892107,0.0001541728,0.0008643278,0.002424456,0.004049267,0.00021953,0.0002462133,0.0005051199],"genre_scores_gemma":[0.000653568,0.9974902,0.000328287,0.0001702122,0.0003602292,0.000295418,0.0002676832,0.0000911406,0.0003433129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890319,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512767653966684,"score_gpt":0.4069455349800317,"score_spread":0.3318178584403649,"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."}}