{"id":"W3007686085","doi":"10.1117/12.2550234","title":"Combined low-frequency EEG and NIRS during hypoxia","year":2020,"lang":"en","type":"article","venue":"","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electroencephalography; Breathing; Neurophysiology; Hypoxia (environmental); Biomedical engineering; Neuroscience; Medicine; Anesthesia; Chemistry; Oxygen; Psychology","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":[0.00008325824,0.00008564835,0.0002172574,0.00001994089,0.00004637541,0.00001525528,0.00003198267,0.00005081094,0.0007606433],"category_scores_gemma":[0.0001358718,0.00007096637,0.00003933378,0.00007458614,0.00004003224,0.00005717205,0.00003083022,0.0001239972,0.0001506367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002193808,"about_ca_system_score_gemma":0.00007090796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003340878,"about_ca_topic_score_gemma":0.000002908482,"domain_scores_codex":[0.999368,0.00001926131,0.0001829141,0.0002071099,0.00006625171,0.0001564362],"domain_scores_gemma":[0.9995426,0.00004436071,0.0000168286,0.0001364961,0.00002241212,0.0002373331],"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":[0.0001055465,0.00009973766,0.01918711,0.00029804,0.0000640693,0.00006522975,0.0006933899,0.000002631743,0.9734186,0.002653335,0.0004399675,0.002972329],"study_design_scores_gemma":[0.01401964,0.0009220717,0.9217255,0.0001222864,0.0001517857,0.00005175641,0.0003933952,0.009314908,0.03815303,0.00111232,0.01351947,0.0005138018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608166,0.00004292147,0.00008138423,0.03023398,0.00003897287,0.0002517514,0.000002279839,0.0001172446,0.008414879],"genre_scores_gemma":[0.9953206,0.00001172205,0.0005016171,0.003111057,0.00007197593,0.000005686306,0.00000291431,0.000009031912,0.0009654458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9352656,"threshold_uncertainty_score":0.8328511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201538980637389,"score_gpt":0.218364841797314,"score_spread":0.2063494519909401,"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."}}