{"id":"W2954136782","doi":"10.1016/j.heliyon.2019.e02034","title":"Heart rate variability in pulmonary hypertension with and without sleep apnea","year":2019,"lang":"en","type":"article","venue":"Heliyon","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Pharmaceuticals Bayer; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Actelion Pharmaceuticals; Bayer","keywords":"Medicine; Pulmonary hypertension; Polysomnography; Cardiology; Internal medicine; Obstructive sleep apnea; Heart rate variability; Sleep apnea; Apnea; Apnea–hypopnea index; Ventricle; Heart rate; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307836,0.0001405792,0.000328008,0.0001300404,0.00003102667,0.00001396456,0.00004687415,0.00009094756,0.0001589938],"category_scores_gemma":[0.000147206,0.000102603,0.00002574582,0.0002512868,0.000105366,0.0001148156,0.00007400988,0.0003272222,0.0001496031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007469058,"about_ca_system_score_gemma":0.00002793047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425021,"about_ca_topic_score_gemma":0.0000118095,"domain_scores_codex":[0.9986102,0.000195276,0.0001664888,0.0004375585,0.0002829752,0.0003074984],"domain_scores_gemma":[0.9991693,0.0001281906,0.00002700341,0.0004085894,0.0001201039,0.0001467768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009697886,0.0001545325,0.8761644,0.0003669204,0.00001733587,0.00005594001,0.00005442276,0.000005492105,0.1169008,0.00004281729,0.000002566488,0.005265029],"study_design_scores_gemma":[0.002009805,0.0003894287,0.9836035,0.0001824516,0.00002166361,0.000332477,0.00009340523,0.007752243,0.004989951,0.00004592277,0.0004444215,0.000134775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944034,0.0002695208,0.00008046474,0.0009808228,0.00006966662,0.000751793,0.00000283638,0.00003778691,0.003403743],"genre_scores_gemma":[0.9984931,0.00002520634,0.0008182341,0.0003125869,0.00004508045,0.00001627861,0.000009196996,0.0000269861,0.0002533776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119108,"threshold_uncertainty_score":0.418403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540526545982922,"score_gpt":0.2668303468309459,"score_spread":0.2514250813711167,"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."}}