{"id":"W4412913862","doi":"10.3390/nu17152429","title":"Vitamin D Deficiency and Risk of Gestational Diabetes Mellitus in Western Countries: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Nutrients","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; vitamin D deficiency; Body mass index; Public health; Pregnancy; Vitamin D and neurology; Environmental health; Gestation; Endocrinology; Nursing","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":[0.008413666,0.001153921,0.004160825,0.01794713,0.0009147435,0.003729276,0.001396845,0.002317781,0.002578921],"category_scores_gemma":[0.03480884,0.001095435,0.004184109,0.0213962,0.001065802,0.002096656,0.001996689,0.001269386,0.0002547724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517602,"about_ca_system_score_gemma":0.01245665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747568,"about_ca_topic_score_gemma":0.02315999,"domain_scores_codex":[0.99453,0.001514464,0.002485059,0.0004435869,0.0008244584,0.0002024117],"domain_scores_gemma":[0.974866,0.01889638,0.003899373,0.0003025767,0.001821736,0.0002138599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001746919,0.00003568229,0.003930137,0.8470963,0.004646835,0.0002441258,0.0009957919,0.0002358889,0.0001816287,0.0008616155,0.00434146,0.1372559],"study_design_scores_gemma":[0.00003423044,0.00006587125,0.006306629,0.9540748,0.01266333,0.0004172645,0.0006162639,0.0000727795,0.0000921656,0.0003508726,0.02527846,0.00002729224],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000675108,0.9983953,0.00006164821,0.0002852603,0.00008832545,0.00008266162,0.0001343715,0.000003290256,0.0002740513],"genre_scores_gemma":[0.005928203,0.9931899,0.0002389387,0.0002182186,0.00004840627,0.0001948495,0.0001287416,0.000001970745,0.00005074604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01794713,"threshold_uncertainty_score":0.0444963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257534116520085,"score_gpt":0.3607635979807224,"score_spread":0.3350101863287139,"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."}}