{"id":"W4410518245","doi":"10.3390/life15050808","title":"Association Between Gestational Diabetes Mellitus and Risk of Overall and Site-Specific Cancers (Pancreatic, Liver, Thyroid, Lung): A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Life","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Thyroid cancer; Meta-analysis; Internal medicine; Lung cancer; Hazard ratio; Oncology; Pancreatic cancer; Cancer; Cochrane Library; Diabetes mellitus; Obstetrics; Gynecology; Pregnancy; Confidence interval; Endocrinology; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108016,0.002932738,0.01757494,0.007287832,0.000728099,0.003055137,0.002231961,0.002337317,0.003041561],"category_scores_gemma":[0.02892567,0.001747909,0.04342505,0.008263497,0.0006312922,0.001506306,0.001495745,0.00190523,0.0002734165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066774,"about_ca_system_score_gemma":0.005036725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061626,"about_ca_topic_score_gemma":0.02221258,"domain_scores_codex":[0.9934621,0.002717996,0.002001971,0.0007315614,0.0007963935,0.0002899316],"domain_scores_gemma":[0.9852999,0.01067183,0.002146107,0.0004336295,0.001249541,0.0001990531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001198985,0.00002570695,0.005267779,0.4769879,0.5037096,0.0001585646,0.00009966707,0.0006421837,0.0002234085,0.0001426922,0.0006653346,0.01087811],"study_design_scores_gemma":[0.0002330227,0.0001234035,0.003076594,0.02956,0.9652159,0.00009533676,0.00003972336,0.00015382,0.0001007966,0.0001275788,0.001252434,0.00002149618],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003697029,0.9947,0.0004233487,0.000157388,0.0001088288,0.0002299465,0.0004803659,0.00002260755,0.000180605],"genre_scores_gemma":[0.1008339,0.8938964,0.00220561,0.000647716,0.0001992595,0.00109297,0.0007929347,0.00002657736,0.0003045677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01757494,"threshold_uncertainty_score":0.05712497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04012405852640267,"score_gpt":0.321291183591204,"score_spread":0.2811671250648013,"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."}}