{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005758739,0.0002187564,0.0001876115,0.0003335423,0.0001497703,0.0002924647,0.0002431994,0.0002710543,0.0007572716],"category_scores_gemma":[0.002061789,0.0001725285,0.0003944314,0.0005264314,0.0001602253,0.000175638,0.0002829333,0.0003508573,0.00006928536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198951,"about_ca_system_score_gemma":0.0002553419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009614418,"about_ca_topic_score_gemma":0.007648186,"domain_scores_codex":[0.9998087,0.00007134571,0.00002476957,0.00004036233,0.00003024106,0.00002448842],"domain_scores_gemma":[0.9987283,0.0002679866,0.0006881829,0.00007624023,0.00006657145,0.0001726843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023686,0.000008965481,0.9984895,0.00000924305,0.00006556201,0.00003898612,0.00001996301,0.00003448318,0.0001074901,0.000008564784,0.00002590016,0.001088856],"study_design_scores_gemma":[0.000003404844,0.00004802028,0.9994658,0.000007605306,0.00002660691,0.0001155096,0.00002425324,0.000231089,0.00002177832,0.00001096028,0.00004382633,0.000001143307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980752,0.001234959,0.00009088305,0.00008253007,0.00001042541,0.000003284236,0.0002454526,0.000003276065,0.000253935],"genre_scores_gemma":[0.9992191,0.0003935405,0.0000994365,0.00001609755,0.000009929999,0.000003543508,0.0001577598,0.000001221464,0.00009946743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009614418,"threshold_uncertainty_score":0.01911688,"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."}}