{"id":"W2751811618","doi":"10.3389/fphys.2017.00675","title":"The Placental Microbiota Is Altered among Subjects with Gestational Diabetes Mellitus: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, New York University; National Natural Science Foundation of China; Peking Union Medical College Hospital; National Key Research and Development Program of China; Chinese Academy of Medical Sciences; Peking Union Medical College; York University","keywords":"Gestational diabetes; Bacteroidetes; Biology; Firmicutes; Proteobacteria; Pregnancy; Physiology; Internal medicine; Endocrinology; Obstetrics; Gestation; Medicine; Genetics; Bacteria; 16S ribosomal RNA","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001993888,0.0001377563,0.0002394258,0.00009394894,0.0003592205,0.00006225207,0.0002911431,0.00002436101,0.00002623087],"category_scores_gemma":[0.0001005238,0.00008953086,0.00002972255,0.00006189608,0.0004800453,0.0001051944,0.0001250608,0.00019308,0.00001550971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008182274,"about_ca_system_score_gemma":0.00007377274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070753,"about_ca_topic_score_gemma":0.0002258844,"domain_scores_codex":[0.9987708,0.00009770665,0.0001646398,0.0003115186,0.0002235083,0.0004318354],"domain_scores_gemma":[0.999175,0.00008674554,0.0001075453,0.0004629795,0.00007809109,0.00008963578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250693,0.0008671451,0.9531456,0.00006696778,0.0003971806,0.00001894165,0.0003867652,0.00001837979,0.006236055,0.00008129166,0.03581097,0.001719967],"study_design_scores_gemma":[0.002792081,0.00240142,0.9912999,0.00003976896,0.00002817871,5.372163e-7,0.0007996517,0.0003736474,0.0004192812,0.000689437,0.001057929,0.00009822138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969372,0.0002579355,0.00002639419,0.0009919943,0.0003117193,0.0009471466,0.00001960132,0.00001281762,0.000495251],"genre_scores_gemma":[0.9979543,0.00008250131,0.000605132,0.0002026269,0.00007948011,0.0001484417,0.00006023236,0.00001549292,0.0008517554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0381542,"threshold_uncertainty_score":0.3650962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562502166399369,"score_gpt":0.2698253541242646,"score_spread":0.2542003324602709,"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."}}