{"id":"W4229458435","doi":"10.3389/fnins.2022.852741","title":"Adult Female Sleep During Hypoxic Bed Rest","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Belgian Federal Science Policy Office; European Space Agency","keywords":"Polysomnography; Hypoxia (environmental); Medicine; Anesthesia; Sleep (system call); Ambulatory; Apnea; Internal medicine; Oxygen; Chemistry","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":[0.0001574742,0.0001874012,0.0002135208,0.0001079048,0.0001680774,0.0001200986,0.0001053979,0.0001103241,0.001874855],"category_scores_gemma":[0.000312315,0.00007021053,0.0001207915,0.00006099065,0.0001975032,0.00007352309,0.0001645972,0.0001094046,0.0001861081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122519,"about_ca_system_score_gemma":0.0001340027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009711055,"about_ca_topic_score_gemma":0.001352182,"domain_scores_codex":[0.9999124,0.00002946731,0.000004325752,0.00002019883,0.0000140465,0.00001962353],"domain_scores_gemma":[0.999905,0.00001888062,0.00002738365,0.00001041632,0.000009193874,0.00002910175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04488117,0.003569251,0.4629694,0.0004378847,0.0001612972,0.001165679,0.001510607,0.0004047611,0.3843401,0.0002001994,0.0007115862,0.09964803],"study_design_scores_gemma":[0.0001010079,0.01556362,0.978617,0.00000880546,0.0000360395,0.0003994851,0.0003191886,0.0001207974,0.0040455,0.00004071382,0.0007434611,0.000004363007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990751,0.0001805,0.0001330705,0.00001056943,0.000008165763,0.00002783333,0.00008139868,0.000005620603,0.0004776583],"genre_scores_gemma":[0.9987777,0.0001084228,0.0001191958,0.00002858332,0.00001024379,0.00004094454,0.0001265939,0.000001950624,0.000786359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874855,"threshold_uncertainty_score":0.006272018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007851540737209525,"score_gpt":0.2205603129806085,"score_spread":0.212708772243399,"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."}}