{"id":"W2963788768","doi":"10.1016/j.sleep.2019.07.008","title":"Associations of sleep duration, sedentary behaviours and energy expenditure with maternal glycemia in pregnancy","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian Diabetes Association; Centre de recherche du CHU Sainte-Justine; Centre Hospitalier Universitaire de Bordeaux; Diabète Québec; American Diabetes Association","keywords":"Energy expenditure; Pregnancy; Sleep (system call); Medicine; Duration (music); Obstetrics; Sedentary behavior; Internal medicine; Obesity; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104748,0.0001042495,0.0002530637,0.000217362,0.00002161677,0.000005038063,0.00005816473,0.00004481786,0.0004416337],"category_scores_gemma":[0.00003788087,0.00007553427,0.00001792808,0.0001658573,0.00006995833,0.00009701837,0.00003095837,0.0001100508,0.000004518215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007082707,"about_ca_system_score_gemma":0.00003056459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008825904,"about_ca_topic_score_gemma":0.0004375401,"domain_scores_codex":[0.9987993,0.00002888395,0.0002668761,0.0001848456,0.0005213332,0.000198755],"domain_scores_gemma":[0.9994664,0.00004894294,0.0001063689,0.0001556951,0.0001078232,0.0001148078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102545,0.0001428433,0.9850348,0.0001674609,0.0001185166,0.00007329245,0.0005104273,0.00003770412,0.001676927,0.001569595,0.001115817,0.009342373],"study_design_scores_gemma":[0.004967475,0.0008734805,0.9913114,0.0007209057,0.00008322854,0.00001112362,0.0003649418,0.0002637547,0.0008133323,0.0001505564,0.0003616379,0.00007811833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927626,0.0007901716,0.0001279917,0.002433527,0.00009662939,0.0003361202,0.00002610679,0.00001438217,0.003412501],"genre_scores_gemma":[0.9968473,0.0001220345,0.0002078733,0.0002818388,0.00005357434,0.00003275017,0.0004225584,0.00001262455,0.00201947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009264255,"threshold_uncertainty_score":0.4835579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009928947087449475,"score_gpt":0.2664455857125499,"score_spread":0.2565166386251004,"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."}}