{"id":"W2345639819","doi":"10.1111/dme.13155","title":"Sleep duration and quality, and risk of gestational diabetes mellitus in pregnant Chinese women","year":2016,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gestational diabetes; Odds ratio; Diabetes mellitus; Pregnancy; Obstetrics; Gestational age; Gestation; Logistic regression; Internal medicine; Endocrinology","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":[0.000426408,0.0002355182,0.0001559667,0.0005805671,0.0002680572,0.0002865892,0.0002434772,0.0002744024,0.0008602053],"category_scores_gemma":[0.001226476,0.000174783,0.0003746809,0.000767106,0.000195196,0.0001955604,0.0002352221,0.0002451557,0.00007086556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422939,"about_ca_system_score_gemma":0.000391029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891264,"about_ca_topic_score_gemma":0.02118391,"domain_scores_codex":[0.9998683,0.00002613491,0.00002299052,0.00003350033,0.00002341628,0.00002567222],"domain_scores_gemma":[0.9993296,0.00008353597,0.0003778302,0.00003646594,0.00004920333,0.0001233539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006431907,0.00001046744,0.9987133,0.00001233208,0.00004059815,0.00005345624,0.00004309024,0.00002297754,0.0001357605,0.000006351346,0.00002605696,0.0008713182],"study_design_scores_gemma":[0.000001826913,0.00002460561,0.9997296,0.000004296353,0.0000149025,0.00006225726,0.00003434587,0.00008063661,0.00001220841,0.000005683943,0.00002878951,8.179186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985953,0.0008390886,0.00003284223,0.00006196416,0.000007625782,0.000004213293,0.0001803496,0.000001596549,0.0002769958],"genre_scores_gemma":[0.9992896,0.0004015708,0.00004277751,0.00002105905,0.0000100972,0.0000039446,0.000127372,6.411053e-7,0.0001029714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891264,"threshold_uncertainty_score":0.05748868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345449093553137,"score_gpt":0.2926334359120586,"score_spread":0.2791789449765273,"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."}}