{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008467972,0.0003511794,0.0003753885,0.0003931091,0.0003007485,0.000693979,0.0004654106,0.0006773772,0.001803458],"category_scores_gemma":[0.004536011,0.0004799945,0.0009190933,0.0008377024,0.000269862,0.000415121,0.0006322779,0.001068901,0.0001685038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383405,"about_ca_system_score_gemma":0.000577465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880089,"about_ca_topic_score_gemma":0.02062828,"domain_scores_codex":[0.9994926,0.000206226,0.00005592253,0.00009364235,0.00004643348,0.0001051011],"domain_scores_gemma":[0.9977776,0.001004002,0.000653034,0.0001689862,0.00008663254,0.0003097721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003738429,0.00005148219,0.996944,0.00001656445,0.0002264538,0.0000693015,0.00009775642,0.00007777375,0.000224806,0.00003721926,0.000044102,0.001836624],"study_design_scores_gemma":[0.000003232002,0.00006510397,0.9994485,0.000008742473,0.0000381983,0.00004014345,0.00008981521,0.0002113666,0.00001893098,0.00002240841,0.00005086081,0.000002695503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977,0.001087241,0.000122379,0.0001285066,0.00001841045,0.000003681377,0.00035064,0.00000468154,0.0005844568],"genre_scores_gemma":[0.9987618,0.0004616038,0.0001449589,0.00003191503,0.00001591599,0.000009196403,0.0002182982,0.000003368921,0.0003529451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880089,"threshold_uncertainty_score":0.0373829,"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."}}