{"id":"W2811274532","doi":"10.1007/s00404-018-4847-9","title":"Incidence and risk factors for gestational diabetes mellitus in twin versus singleton pregnancies","year":2018,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Obstetrics; Singleton; Relative risk; Confounding; Pregnancy; Incidence (geometry); Gestation; Poisson regression; Gynecology; Risk factor; Confidence interval; Population; Internal medicine","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":[0.0001206271,0.00007721515,0.0001672438,0.0002900987,0.00007404978,0.000006850242,0.00004663544,0.00003947275,0.000009378971],"category_scores_gemma":[0.008300416,0.00006733549,0.00002458188,0.0001410669,0.000466643,0.00005908329,0.00006289565,0.00008273794,7.73278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547739,"about_ca_system_score_gemma":0.00005375267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001856324,"about_ca_topic_score_gemma":0.00007650261,"domain_scores_codex":[0.9992952,0.00004690583,0.0001580237,0.000174562,0.0001060338,0.0002193002],"domain_scores_gemma":[0.9873435,0.01237711,0.00006646231,0.00007334554,0.0000614653,0.0000780908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290841,0.0001148603,0.9229748,0.0002801941,0.00008147323,0.000003648394,0.001353988,0.00001303743,0.0004407734,0.003185827,0.00004848673,0.07127385],"study_design_scores_gemma":[0.00196171,0.00177022,0.9869832,0.00004668144,0.00004061648,2.529637e-7,0.0003485777,0.001467669,0.001058116,0.004969153,0.001290352,0.00006340045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965046,0.002146407,0.0002360434,0.0001365024,0.0001219543,0.0003392922,0.00003302288,0.000006604276,0.0004755694],"genre_scores_gemma":[0.9930461,0.002320225,0.004408815,0.00003649526,0.00001509031,0.00002348737,0.00003460934,0.000005436059,0.0001097208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07121045,"threshold_uncertainty_score":0.9936973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160868462678373,"score_gpt":0.2823971060240312,"score_spread":0.2607884213972474,"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."}}