{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001292577,0.0001037212,0.000101942,0.00009623559,0.0003043923,0.00002423607,0.0004863474,0.00003418111,0.00001129525],"category_scores_gemma":[0.0000783095,0.0001162695,0.00004514003,0.0003215036,0.0001160893,0.000007055814,0.0003447371,0.0001577387,0.000002635486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840236,"about_ca_system_score_gemma":0.00004688642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001209709,"about_ca_topic_score_gemma":0.00001492307,"domain_scores_codex":[0.9987393,0.00007203501,0.0001493033,0.0004902684,0.0002225189,0.0003265888],"domain_scores_gemma":[0.9995288,0.000002471521,0.00004845766,0.0003299949,0.00001764178,0.00007262814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006034618,0.00007465779,0.07377854,0.00000779169,0.000002229286,0.00005680685,0.00007253328,0.0008656553,0.9221562,0.00004571941,0.002666061,0.0002134318],"study_design_scores_gemma":[0.002594498,0.001054249,0.4161,0.00001460553,0.00002107051,0.0001779836,0.0008133192,0.002640384,0.4486349,0.0002282873,0.1266688,0.001051904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968728,0.000265656,0.000460597,0.0001479296,0.001440699,0.0001225992,0.00001492277,0.00001456319,0.0006601819],"genre_scores_gemma":[0.9969842,0.00008226875,0.0008415898,0.0008142274,0.00007025024,0.00004860042,0.000008786076,0.00001390413,0.001136154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4735214,"threshold_uncertainty_score":0.4741331,"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."}}