{"id":"W4205652325","doi":"10.1289/ehp9674","title":"Associations of Childhood and Perinatal Blood Metals with Children’s Gut Microbiomes in a Canadian Gestation Cohort","year":2022,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Microbiome; Gestation; Cohort study; Gut microbiome; Cohort; Pregnancy; Gut bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007318196,0.000519126,0.0004210221,0.001103238,0.001889838,0.00103876,0.001040765,0.0004931056,0.003019264],"category_scores_gemma":[0.001860214,0.0004179298,0.000636843,0.002337855,0.0005374408,0.0002924189,0.0009069999,0.0007323571,0.0002082996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167285,"about_ca_system_score_gemma":0.01288557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9724557,"about_ca_topic_score_gemma":0.9746114,"domain_scores_codex":[0.9992439,0.00004605434,0.00003235097,0.0001917822,0.00025329,0.0002327343],"domain_scores_gemma":[0.999059,0.00007021217,0.0002279954,0.00007880296,0.0003297892,0.0002342587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108332,0.000009984344,0.9956397,0.0000275916,0.00007993149,0.00008145647,0.000365863,0.00006952407,0.0004595155,0.0001243298,0.0007338963,0.002299784],"study_design_scores_gemma":[0.000003608971,0.00001379907,0.9986976,0.00001937399,0.00003978652,0.00007328574,0.0002841881,0.0001426869,0.00008071771,0.00002908075,0.0006089718,0.00000686763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989636,0.001060012,0.0002952983,0.0003240441,0.00001519622,0.00001917119,0.006806028,0.00001674396,0.001827507],"genre_scores_gemma":[0.995593,0.0006873092,0.0004569943,0.00005948206,0.000004915218,0.00001563142,0.002129788,0.00001258172,0.00104029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02754432,"threshold_uncertainty_score":0.0846929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003499339357855238,"score_gpt":0.2299303543152873,"score_spread":0.2264310149574321,"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."}}