{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027442,0.0003819034,0.0006646671,0.00122526,0.0007581298,0.0006638432,0.000366545,0.0005035412,0.001137951],"category_scores_gemma":[0.003909704,0.0005770051,0.000510865,0.001304827,0.0004404902,0.000467108,0.0006236575,0.0004118936,0.0001631138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931243,"about_ca_system_score_gemma":0.0002298817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191879,"about_ca_topic_score_gemma":0.002481421,"domain_scores_codex":[0.9988313,0.0002706418,0.0001620298,0.0004727655,0.000173048,0.00009017252],"domain_scores_gemma":[0.9981177,0.0003782439,0.0008336041,0.0002489073,0.0001228596,0.0002986235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002919055,0.00003764104,0.9976421,0.00001685452,0.0001001075,0.0006037026,0.0001379864,0.00001463399,0.0003091711,0.00003239116,0.00003231341,0.0007811342],"study_design_scores_gemma":[0.00005211511,0.0004635495,0.9899394,0.00002304591,0.0001835668,0.008093129,0.0004498181,0.00023045,0.0001670839,0.00005707961,0.000328363,0.00001223721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991971,0.0004157363,0.0001445598,0.00000951879,0.000008930349,0.000009953465,0.00007481398,0.000001856087,0.0001375195],"genre_scores_gemma":[0.9994854,0.0001802496,0.0001250146,0.0000142619,0.00001015482,0.00001006556,0.0001236079,0.000001887289,0.00004930025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003191879,"threshold_uncertainty_score":0.006346643,"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."}}