{"id":"W2971325773","doi":"10.1007/s11892-019-1208-4","title":"Evidenced-Based Nutrition for Gestational Diabetes Mellitus","year":2019,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Gestational diabetes; Glycemic index; Pregnancy; Ketogenic diet; Diabetes mellitus; Glycemic; Medical nutrition therapy; Dietary management; Psychological intervention; Mediterranean diet; Intensive care medicine; Gestation; Internal medicine; Endocrinology; Nursing","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":[0.00197244,0.001034804,0.002015377,0.002935102,0.0002426556,0.001339758,0.001144973,0.001319598,0.003935303],"category_scores_gemma":[0.004339868,0.0003254424,0.001168207,0.00346871,0.0005312455,0.001320908,0.001100099,0.002119149,0.0007921775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009348954,"about_ca_system_score_gemma":0.002410874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326144,"about_ca_topic_score_gemma":0.005185957,"domain_scores_codex":[0.9992657,0.0001677379,0.0002180335,0.0001007036,0.0002043223,0.00004356983],"domain_scores_gemma":[0.997603,0.001649095,0.0004416161,0.00004566143,0.0001988399,0.00006181002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001140885,0.00007022049,0.0002323482,0.08716122,0.0003588337,0.00007467023,0.00003804962,0.0001332317,0.0002449034,0.001979267,0.01329385,0.8962994],"study_design_scores_gemma":[0.0001854139,0.0001837011,0.002719643,0.1906362,0.002652042,0.0006975462,0.0001636304,0.0001218882,0.0002916086,0.003337427,0.7989629,0.00004799872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003007977,0.9993446,0.00003583389,0.0001744699,0.0001514637,0.000004171785,0.00001322377,0.000002102981,0.0002439724],"genre_scores_gemma":[0.0002463814,0.9993559,0.0001071553,0.0001403073,0.00007337609,0.000004334112,0.00001689373,4.645516e-7,0.00005525538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003935303,"threshold_uncertainty_score":0.01316494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207730795816828,"score_gpt":0.4178178581411613,"score_spread":0.2970447785594785,"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."}}