{"id":"W4415646862","doi":"10.3389/fnut.2025.1634419","title":"Relationship between serum mineral levels in the second and third trimester of pregnancy and the risk of gestational diabetes mellitus: a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gestational diabetes; Retrospective cohort study; Incidence (geometry); Pregnancy; Third trimester; Cohort study; Gestation; Gestational age","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":[0.001008669,0.0003492203,0.000571252,0.000969951,0.0006047996,0.0005761429,0.0004871585,0.0004479153,0.000893816],"category_scores_gemma":[0.001696954,0.000590825,0.0009272025,0.001828294,0.0002788143,0.0003866374,0.0004864705,0.0007100435,0.0001220023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085841,"about_ca_system_score_gemma":0.000922406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205468,"about_ca_topic_score_gemma":0.01917787,"domain_scores_codex":[0.9992249,0.000113194,0.0001279367,0.000270937,0.0001408195,0.000122229],"domain_scores_gemma":[0.9989221,0.000137153,0.0004180741,0.0001866937,0.0001569452,0.0001790733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007378907,0.00001646622,0.9989169,0.00001741289,0.0001205103,0.00008033742,0.00005450275,0.00001853019,0.0001007633,0.00001544501,0.00007535625,0.0005099518],"study_design_scores_gemma":[0.0000195303,0.00009341525,0.998459,0.00002142895,0.0001809457,0.0004541306,0.0001829455,0.0002329517,0.00005367944,0.00003081604,0.0002624154,0.000008730511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977872,0.000762225,0.0002304748,0.00005716039,0.00001134936,0.00003687987,0.0008574107,0.000004319482,0.0002529533],"genre_scores_gemma":[0.9985286,0.000343778,0.0002203177,0.00004890123,0.000009993595,0.00004170798,0.0006638588,0.000002566531,0.0001402449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205468,"threshold_uncertainty_score":0.04085439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500301173566317,"score_gpt":0.2780311815509398,"score_spread":0.2630281698152766,"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."}}