{"id":"W2578891624","doi":"10.1093/sleep/zsw058","title":"Sleep Quality and Nocturnal Sleep Duration in Pregnancy and Risk of Gestational Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Gestational diabetes; Pittsburgh Sleep Quality Index; Medicine; Odds ratio; Pregnancy; Cohort; Body mass index; Obstetrics; Polysomnography; Population; Pediatrics; Gestation; Internal medicine; Insomnia; Psychiatry; Sleep quality","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":[0.0003452889,0.0001481742,0.0002170549,0.0001477636,0.00006227835,0.00001242206,0.00007592933,0.0001892009,0.0003576662],"category_scores_gemma":[0.000142405,0.0001049604,0.00004409073,0.000139089,0.0002057521,0.0001505132,0.00003036245,0.0001536428,0.00002767988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001986439,"about_ca_system_score_gemma":0.000007617732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001609559,"about_ca_topic_score_gemma":0.0001301579,"domain_scores_codex":[0.9985048,0.0002804166,0.0004676614,0.0003204862,0.0001668584,0.0002597328],"domain_scores_gemma":[0.9990871,0.0003355196,0.0002456896,0.0001924625,0.00005791329,0.00008131987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009318874,0.0001700627,0.6978043,0.00002494662,0.0002509904,0.000003354432,0.002046488,0.00001443783,0.0007389662,0.005819649,0.00003495866,0.2929987],"study_design_scores_gemma":[0.004054616,0.0001295222,0.9843321,0.0001096107,0.0001171816,0.000003624639,0.000370955,0.000263815,0.0004774314,0.009761612,0.0001677068,0.0002118239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860107,0.009870207,0.0007945563,0.0005184188,0.0003404942,0.0002204008,0.00004604296,0.00002426833,0.002174959],"genre_scores_gemma":[0.9982026,0.001391133,0.0001798594,0.00004484898,0.00003359785,0.00002878439,0.00001068351,0.00001476598,0.00009374492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927869,"threshold_uncertainty_score":0.428016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486041190590323,"score_gpt":0.2853482551046499,"score_spread":0.2704878431987466,"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."}}