{"id":"W4318477562","doi":"10.1002/hbm.26214","title":"Associations between spontaneous electroencephalogram oscillations and oxygen saturation across normobaric and hypobaric hypoxia","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Western Canada Research Grid; Compute Canada","keywords":"Hypoxia (environmental); Electroencephalography; Oxygen; Psychology; Neuroscience; Anesthesia; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008067529,0.0001433902,0.0003174939,0.0001663867,0.0007982924,0.0001207097,0.00004588351,0.0001297717,0.00001918605],"category_scores_gemma":[0.0004719222,0.0001481185,0.00005231019,0.0004889304,0.00008843266,0.0001245288,0.00005946986,0.0002389684,0.00002400037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450481,"about_ca_system_score_gemma":0.00007268564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241606,"about_ca_topic_score_gemma":0.0002117643,"domain_scores_codex":[0.9986734,0.00009005982,0.0003473465,0.0003410492,0.0001464247,0.0004016963],"domain_scores_gemma":[0.9989939,0.0005353278,0.00008592683,0.0001828719,0.00006408813,0.0001379211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001808334,0.0001100077,0.2316392,0.0001834455,0.0004810394,0.0001857728,0.01423948,0.00008861622,0.6878558,0.005020184,0.00251358,0.05766477],"study_design_scores_gemma":[0.0005888527,0.00008163344,0.9872974,0.00002508484,0.00004055099,0.00005740917,0.0002444709,0.001688699,0.000006815693,0.001550492,0.008281759,0.0001368197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907827,0.0000854481,0.0005288781,0.007475347,0.00004038084,0.0004987157,0.00005124058,0.0002473749,0.0002898948],"genre_scores_gemma":[0.9978302,0.000020079,0.0003677434,0.0004129833,0.0002398804,0.00001998963,0.0002868146,0.00001621571,0.0008061393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7556582,"threshold_uncertainty_score":0.61399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674969889132395,"score_gpt":0.3010925850261926,"score_spread":0.2643428861348686,"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."}}