{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008352571,0.0006927287,0.002211872,0.0007846681,0.000126693,0.000135166,0.0002071652,0.0002702537,0.0002127918],"category_scores_gemma":[0.001226702,0.0005933844,0.001338595,0.0005077261,0.0001231091,0.0001917494,0.00009533648,0.000497736,0.0001647459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656937,"about_ca_system_score_gemma":0.001337726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.693473e-7,"about_ca_topic_score_gemma":3.478875e-7,"domain_scores_codex":[0.995059,0.000141877,0.001425579,0.00114007,0.001188954,0.001044558],"domain_scores_gemma":[0.995817,0.001232721,0.0009119361,0.0008612553,0.0007399904,0.0004370923],"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":[0.000006945894,0.0005253438,0.0006771149,0.2323553,0.000327339,0.00002093795,0.000003146082,0.000007002335,0.000002464319,0.0001061034,0.01864299,0.7473253],"study_design_scores_gemma":[0.0006136149,0.000359294,0.0002480821,0.04905332,0.002049674,0.000003966833,0.000002532764,0.0003527847,0.00002394704,0.0006263622,0.9461414,0.000524989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001698596,0.9886724,0.0001512192,0.0001623105,0.001555589,0.008606874,0.0003898298,0.0001264465,0.0001654447],"genre_scores_gemma":[0.000107723,0.973577,0.001091793,0.0001128437,0.0006106527,0.006941914,0.01692147,0.0001282224,0.0005084201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9274985,"threshold_uncertainty_score":0.9996517,"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."}}