{"id":"W2250900584","doi":"10.1016/j.sleep.2016.01.002","title":"Intermittent hypoxemia and sleep fragmentation: associations with daytime alertness in obese sleep apnea patients living at moderate altitude","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Alertness; Hypoxemia; Medicine; Daytime; Sleep apnea; Sleep (system call); Cardiology; Internal medicine; Psychiatry","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":[0.0001638883,0.0002910949,0.000264288,0.000574552,0.0004914445,0.0005777926,0.000234474,0.0005044436,0.001876315],"category_scores_gemma":[0.00090805,0.0002005312,0.0004128851,0.0008131306,0.0002007605,0.0004130132,0.0003657443,0.0005985204,0.0001307411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798074,"about_ca_system_score_gemma":0.0002312142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659186,"about_ca_topic_score_gemma":0.009223891,"domain_scores_codex":[0.9998785,0.00002317184,0.00002005614,0.00002470962,0.00002184913,0.00003176914],"domain_scores_gemma":[0.9994335,0.00009561228,0.0002352065,0.00001853638,0.00003985679,0.0001772351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117052,0.00005069974,0.9987073,0.000007276542,0.00005259004,0.000138271,0.00007292857,0.00001287644,0.0002677391,0.000007764002,0.00002131976,0.0005441119],"study_design_scores_gemma":[0.000002589943,0.00006296329,0.9994392,0.000002066025,0.00001627696,0.0001490374,0.0002279728,0.00005794015,0.000009472462,0.000008590313,0.0000221769,0.000001750916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999579,0.0001360161,0.000024021,0.00002592971,0.000005530629,0.000002402349,0.00005684353,7.142972e-7,0.0001695299],"genre_scores_gemma":[0.9997026,0.00006272376,0.00003357538,0.0000143331,0.00001270579,0.00000315686,0.00008929233,4.763406e-7,0.00008099119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005659186,"threshold_uncertainty_score":0.01125252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546167500422727,"score_gpt":0.2797111146073832,"score_spread":0.2642494396031559,"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."}}