{"id":"W4399034497","doi":"10.1080/19490976.2024.2356277","title":"The impact of gestational diabetes on functional capacity of the infant gut microbiome is modest and transient","year":2024,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Hospital for Sick Children; University of Toronto","funders":"University of Toronto; Government of Ontario; Compute Canada; Heart and Stroke Foundation of Canada","keywords":"Microbiome; Biology; Gestational diabetes; Gut microbiome; Diabetes mellitus; Gut flora; Transient (computer programming); Physiology; Environmental health; Bioinformatics; Pregnancy; Gestation; Immunology; Endocrinology; Medicine; Genetics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006561342,0.0003048233,0.0003346284,0.0002929415,0.0002407245,0.0009031718,0.0002311134,0.0003692192,0.001112505],"category_scores_gemma":[0.002599476,0.0001542424,0.0003424885,0.0003321682,0.0004613432,0.0003778785,0.0008617411,0.0006661402,0.0001877498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004936097,"about_ca_system_score_gemma":0.0004694989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214768,"about_ca_topic_score_gemma":0.002742963,"domain_scores_codex":[0.9993091,0.0001900931,0.00004309807,0.0001329072,0.0001758181,0.0001489214],"domain_scores_gemma":[0.9985359,0.0004316989,0.0005338762,0.0001960793,0.00009469366,0.0002077183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002739023,0.0002039411,0.630707,0.0005510057,0.0002603988,0.001523879,0.0007822883,0.0005095595,0.253804,0.0007584816,0.0005060055,0.1076544],"study_design_scores_gemma":[0.000005268213,0.0004590248,0.9907116,0.0000577825,0.00005304292,0.0006237363,0.0003520011,0.0001535395,0.005787717,0.0002261761,0.001562471,0.000007570536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919536,0.004559438,0.0004239262,0.000278952,0.00003136371,0.000009783555,0.0003038618,0.00001021964,0.002428874],"genre_scores_gemma":[0.9961886,0.002426617,0.0004689857,0.0001199991,0.00001839594,0.00001405558,0.0002162796,0.000007862172,0.0005392374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214768,"threshold_uncertainty_score":0.004270375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827548481507412,"score_gpt":0.2738619611804236,"score_spread":0.2555864763653495,"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."}}