{"id":"W4411567442","doi":"10.1111/dme.70095","title":"Gestational diabetes mellitus in twin pregnancies versus singleton pregnancies—A retrospective case–control study","year":2025,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Aarhus Universitetshospital; Aarhus Universitet","keywords":"Medicine; Singleton; Gestational diabetes; Obstetrics; Retrospective cohort study; Diabetes mellitus; Pregnancy; Gestation; Twin Pregnancy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001024351,0.0003202087,0.0007470004,0.0007874316,0.0001335896,0.00002929872,0.0001689121,0.00008675496,0.000428169],"category_scores_gemma":[0.00294231,0.0002650876,0.0000805419,0.001082014,0.0003264558,0.000121713,0.00008624221,0.0003948887,0.00003044528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005140484,"about_ca_system_score_gemma":0.0002642456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388781,"about_ca_topic_score_gemma":0.00018771,"domain_scores_codex":[0.9967805,0.0002380176,0.0006363606,0.0006275091,0.0009578657,0.0007598161],"domain_scores_gemma":[0.99765,0.001088441,0.0001118049,0.0004843684,0.0004197728,0.0002455885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006266,0.002736524,0.9262781,0.001462018,0.001415614,0.003644909,0.003394729,0.000212943,0.001557008,0.007654957,0.006323039,0.04431385],"study_design_scores_gemma":[0.02078637,0.003381256,0.9662824,0.001672993,0.000469024,0.000008564717,0.00301715,0.001424523,0.00020632,0.001445721,0.001071513,0.0002341886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735982,0.005966386,0.0002494121,0.005683901,0.0005986342,0.003126005,0.00004048631,0.00009256999,0.01064441],"genre_scores_gemma":[0.9959121,0.0001315981,0.0002124416,0.0008142096,0.0001374105,0.0005247949,0.00006223117,0.00002532485,0.002179886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04407966,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938624161996759,"score_gpt":0.3052047757944092,"score_spread":0.2858185341744416,"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."}}