{"id":"W3016551385","doi":"10.1096/fasebj.2020.34.s1.04468","title":"Severity of Central Sleep Apnea Does Not Improve Sleeping Oxygen Saturation During Ascent to High Altitude","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Hyperventilation; Hypocapnia; Effects of high altitude on humans; Hypoxia (environmental); Medicine; Periodic breathing; Apnea; Hypoxic ventilatory response; Anesthesia; Central sleep apnea; Acclimatization; Oxygen saturation; Altitude (triangle); Obstructive sleep apnea; Nadir; Oxygen; Cardiology; Internal medicine; Polysomnography; Respiratory system; Chemistry; Biology; Hypercapnia; Acidosis","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":[0.0001151488,0.0001401062,0.0001708418,0.0001058347,0.0001600117,0.0001969255,0.0001063272,0.0001219445,0.0006884748],"category_scores_gemma":[0.0003692787,0.0000612673,0.0001453113,0.00006791245,0.0001816928,0.0001491298,0.0001823379,0.0002290874,0.00006562859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399583,"about_ca_system_score_gemma":0.0001732766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343415,"about_ca_topic_score_gemma":0.009501797,"domain_scores_codex":[0.9999452,0.00001379298,0.000004111779,0.00001081388,0.00001126898,0.00001487394],"domain_scores_gemma":[0.9997239,0.00004187539,0.00004767766,0.00002085041,0.00002590531,0.0001399205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01511951,0.005158639,0.6137056,0.0001946771,0.000302343,0.0009012514,0.002118718,0.0004539377,0.3241311,0.000059569,0.0003809815,0.0374736],"study_design_scores_gemma":[0.00003286986,0.005725998,0.9911908,0.000003043451,0.00002244405,0.0001096859,0.0003142784,0.0002425333,0.002208457,0.000009813461,0.0001364137,0.000003645787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998763,0.00001206869,0.00001040632,0.000004272189,0.000001189612,0.000002930668,0.000009869758,8.999481e-7,0.00008217942],"genre_scores_gemma":[0.9997309,0.00001291016,0.00002516862,0.000007780658,0.000001296638,0.000004070163,0.00003652741,3.120106e-7,0.0001809969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003343415,"threshold_uncertainty_score":0.006647885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008558892343797322,"score_gpt":0.2219733147876517,"score_spread":0.2134144224438543,"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."}}