{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007101302,0.0001090978,0.0002652386,0.0001461167,0.00002425951,0.000002311631,0.00004762484,0.00009219835,0.000490401],"category_scores_gemma":[0.0004990032,0.00005914256,0.00001195246,0.0001434767,0.0003288259,0.00004346333,0.00001906781,0.00007917413,0.000008247694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467383,"about_ca_system_score_gemma":0.000006725545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001406622,"about_ca_topic_score_gemma":0.0000314341,"domain_scores_codex":[0.998804,0.0001981273,0.000425416,0.0002125611,0.0001493842,0.0002105474],"domain_scores_gemma":[0.9988137,0.0007518252,0.0001656032,0.0001454524,0.00003454584,0.00008888105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003888138,0.00009993288,0.8882561,0.00004398433,0.0001632609,0.000001485302,0.009020078,8.584029e-7,0.001401013,0.001806543,0.00004257248,0.09912532],"study_design_scores_gemma":[0.004638128,0.0002516188,0.9859629,0.0001853121,0.00005179821,7.831039e-7,0.0009264786,0.00005606531,0.00006454429,0.007689359,0.00007694248,0.00009604423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891635,0.007736424,0.00007769618,0.001568984,0.000202932,0.0001741669,0.00001205735,0.00001275231,0.001051555],"genre_scores_gemma":[0.9974488,0.002175005,0.00002518726,0.00009455613,0.00003981454,0.00004197989,0.000008106312,0.000009237833,0.0001572932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09902928,"threshold_uncertainty_score":0.5369547,"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."}}