{"id":"W4285683831","doi":"10.1016/j.jcjd.2022.05.009","title":"Association Between Gut Microbiota and Insulin Therapy in Women With Gestational Diabetes Mellitus","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Thailand Science Research and Innovation; National Research Council of Thailand; National Science and Technology Development Agency; Thailand Research Fund; Chiang Mai University","keywords":"Medicine; Gestational diabetes; Insulin; Diabetes mellitus; Association (psychology); Gut flora; Internal medicine; Endocrinology; Pregnancy; Gestation; Immunology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003412701,0.0002866075,0.0004908132,0.000600757,0.000544415,0.0007356268,0.0004320928,0.0008753651,0.002627899],"category_scores_gemma":[0.00302833,0.0003556442,0.0006630708,0.00161703,0.0003289736,0.0002766647,0.0003818636,0.001384379,0.0001744922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008175081,"about_ca_system_score_gemma":0.0008637013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06730955,"about_ca_topic_score_gemma":0.05694217,"domain_scores_codex":[0.9996568,0.00008072661,0.00003323846,0.00007067101,0.00005323697,0.0001053333],"domain_scores_gemma":[0.9987299,0.0003795831,0.0004689443,0.00009220493,0.00009081872,0.0002384599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003832751,0.00003935208,0.9972038,0.00001626498,0.00009381128,0.0001645913,0.00007733489,0.00002080321,0.0002760574,0.00002431988,0.00009548945,0.001604785],"study_design_scores_gemma":[0.000009527716,0.00006225448,0.9990101,0.00001809631,0.00007308641,0.0002173438,0.0002432258,0.000116707,0.00002850193,0.00002977631,0.0001856558,0.000005807215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950206,0.002437458,0.00006794619,0.0004034747,0.00005350789,0.000006416677,0.0005002655,0.000006573275,0.001503811],"genre_scores_gemma":[0.9986028,0.000657292,0.00008700644,0.00008533082,0.00002658579,0.000005558376,0.0001738492,0.000003289942,0.0003583301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06730955,"threshold_uncertainty_score":0.1338356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006098278845703835,"score_gpt":0.2048231466790693,"score_spread":0.1987248678333654,"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."}}