{"id":"W4404799664","doi":"10.1016/j.jpsychores.2024.111996","title":"Modulation of cardiac autonomic activity across consciousness states and levels of sleep depth in individuals with sleep complaints and bipolar disorder or unipolar depressive disorders","year":2024,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; University of Ottawa; Ottawa Hospital; Royal Ottawa Mental Health Centre","funders":"","keywords":"Sleep (system call); Psychology; Bipolar disorder; Consciousness; Cardiology; Autonomic nervous system; Medicine; Audiology; Psychiatry; Clinical psychology; Internal medicine; Neuroscience; Heart rate; Mood; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002104696,0.0002332793,0.0002784058,0.0004737547,0.0002342055,0.0002854107,0.00009783969,0.0002290894,0.0009539479],"category_scores_gemma":[0.000873798,0.0001326807,0.0001886979,0.0003276746,0.0001497858,0.0001466157,0.00020806,0.0001532425,0.0001137158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137729,"about_ca_system_score_gemma":0.00008195519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375723,"about_ca_topic_score_gemma":0.003288197,"domain_scores_codex":[0.9998592,0.00003022967,0.0000238367,0.00003125274,0.00003140943,0.00002402102],"domain_scores_gemma":[0.9996575,0.00005885297,0.0001848056,0.00001397419,0.00003060528,0.00005421263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002484843,0.00004470532,0.9943692,0.00001751433,0.00005888262,0.0001776952,0.0001243343,0.00002113346,0.001910097,0.000006754438,0.00004409835,0.002977105],"study_design_scores_gemma":[0.000003321744,0.00007099811,0.9996294,0.000001403373,0.000008713422,0.0001811194,0.00003655977,0.00002193843,0.00002730411,0.00000377683,0.00001497645,5.012764e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996793,0.0001087065,0.00003171499,0.000008054313,0.000002358214,0.000003840649,0.00004178369,0.000001244247,0.0001230345],"genre_scores_gemma":[0.9997376,0.00005141463,0.00004658837,0.00001489849,0.000005451288,0.000003106856,0.00009308931,4.282653e-7,0.00004744119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001375723,"threshold_uncertainty_score":0.003191233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745565876893184,"score_gpt":0.3739960129593361,"score_spread":0.3365403541904043,"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."}}