{"id":"W3043596028","doi":"10.1016/j.chest.2020.07.014","title":"Maternal Sleep-Disordered Breathing in Pregnancy and Increased Nocturnal Glucose Levels in Women with Gestational Diabetes Mellitus","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Gestational diabetes; Pregnancy; Morning; Internal medicine; Diabetes mellitus; Apnea–hypopnea index; Body mass index; Endocrinology; Obstetrics; Apnea; Gestation; Polysomnography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004148598,0.0004001603,0.0003820168,0.0007038323,0.0004689537,0.0006882875,0.0004365262,0.0009390867,0.001725394],"category_scores_gemma":[0.004150696,0.0005526003,0.0005782053,0.00101615,0.0003379593,0.0004398182,0.0004460427,0.001086524,0.0001548541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955486,"about_ca_system_score_gemma":0.0004780247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240424,"about_ca_topic_score_gemma":0.01199333,"domain_scores_codex":[0.9997187,0.00008981345,0.00003386366,0.00004248208,0.00003862239,0.00007653362],"domain_scores_gemma":[0.9986727,0.000474269,0.00047285,0.00006990013,0.00004250519,0.0002677842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627933,0.00005205399,0.9974177,0.00001102303,0.00003873552,0.0006950988,0.0001364938,0.00002408255,0.0002402537,0.00002036085,0.0000377027,0.001063653],"study_design_scores_gemma":[0.000007410596,0.0001151875,0.9982768,0.00001574471,0.00004205606,0.0008746114,0.0004030274,0.0001238541,0.000039125,0.00002996112,0.0000671517,0.000005106062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979031,0.0008268331,0.00005626023,0.0001650008,0.00003881169,0.00000596242,0.000161783,0.000003139901,0.0008391833],"genre_scores_gemma":[0.9988803,0.0006164362,0.0000721203,0.00004983446,0.00003282398,0.000008872297,0.0001276279,0.000002035695,0.0002099294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240424,"threshold_uncertainty_score":0.02466404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153486146863684,"score_gpt":0.2647455975585448,"score_spread":0.243210736089908,"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."}}