{"id":"W2005277347","doi":"10.1097/aog.0000000000000143","title":"Gestational Diabetes Mellitus and Sleep-Disordered Breathing","year":2014,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut universitaire de cardiologie et de pneumologie de Québec; Université du Québec à Montréal","funders":"","keywords":"Gestational diabetes; Epworth Sleepiness Scale; Medicine; Polysomnography; Edinburgh Postnatal Depression Scale; Pittsburgh Sleep Quality Index; Body mass index; Obstetrics; Apnea–hypopnea index; Depression (economics); Gestation; Diabetes mellitus; Sleep apnea; Pregnancy; Hypopnea; Gestational age; Apnea; Physical therapy; Internal medicine; Endocrinology; Insomnia; Psychiatry; Sleep quality; Depressive symptoms","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":[0.0004529987,0.0002299921,0.0001824433,0.0004643852,0.0002361358,0.0003074832,0.0001938265,0.0003625695,0.00130092],"category_scores_gemma":[0.002531066,0.0001845692,0.0002032484,0.0005198073,0.0001558982,0.0002322499,0.0002293886,0.0002937173,0.0001076082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529991,"about_ca_system_score_gemma":0.0001832299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293076,"about_ca_topic_score_gemma":0.002054113,"domain_scores_codex":[0.999768,0.00008476411,0.00002461188,0.00004782773,0.00004261004,0.00003208556],"domain_scores_gemma":[0.9989919,0.0002792059,0.0005004672,0.00003799063,0.00005089748,0.0001396097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002682802,0.000060361,0.9973378,0.00001932271,0.00007624562,0.0002206798,0.00004297545,0.00001173842,0.0002814782,0.00001582691,0.00004615749,0.001619266],"study_design_scores_gemma":[0.00001511959,0.0001729579,0.9986826,0.00001154721,0.00003999771,0.0008248167,0.00004723708,0.00007312329,0.00003416399,0.00001551544,0.00008148078,0.000001441726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986608,0.0009068522,0.00004575346,0.0000655435,0.00001182088,0.000005507435,0.00008877681,0.000001901229,0.0002130661],"genre_scores_gemma":[0.999313,0.0003544778,0.0001098697,0.00002883562,0.00001818159,0.00000544463,0.00008871913,6.85582e-7,0.00008081544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293076,"threshold_uncertainty_score":0.004559398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241622359748207,"score_gpt":0.2612001928374511,"score_spread":0.248783969239969,"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."}}