{"id":"W4387439668","doi":"10.1080/19490976.2023.2259316","title":"Parity modulates impact of BMI and gestational weight gain on gut microbiota in human pregnancy","year":2023,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Deutsche Forschungsgemeinschaft; Molly Towell Perinatal Research Foundation","keywords":"Pregnancy; Microbiome; Gut microbiome; Gut flora; Biology; Fetus; Psychological intervention; Gestation; Physiology; Parity (physics); Obstetrics; Immunology; Bioinformatics; Medicine; Genetics","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":[0.000516807,0.0001578192,0.0002773894,0.0001825831,0.0002687807,0.000511456,0.0001178718,0.0002962055,0.001794658],"category_scores_gemma":[0.002926447,0.0001650343,0.0002227999,0.0003275977,0.0002398505,0.0002427373,0.0005010499,0.0004483708,0.0002296197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471026,"about_ca_system_score_gemma":0.0004812922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821468,"about_ca_topic_score_gemma":0.003526219,"domain_scores_codex":[0.9995452,0.000225376,0.00001961329,0.00008417429,0.00006094871,0.00006463846],"domain_scores_gemma":[0.9995971,0.0001166585,0.0001266396,0.00004740776,0.00005354811,0.00005868386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00534944,0.0002494178,0.8403628,0.0003138437,0.0002504344,0.000654394,0.00206651,0.0002638058,0.08504972,0.0006954269,0.001157888,0.06358629],"study_design_scores_gemma":[0.00001374052,0.0004004722,0.9935999,0.00005076456,0.00007006706,0.0003280135,0.0004873159,0.0002577963,0.002603383,0.0004415759,0.001730053,0.00001705438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935916,0.002620338,0.000861008,0.0003090455,0.00005007678,0.00002096355,0.0008136845,0.00001136865,0.001721799],"genre_scores_gemma":[0.9975756,0.0007665551,0.0005632021,0.0001549746,0.000008408838,0.00004325926,0.000234603,0.000008671214,0.0006447004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002821468,"threshold_uncertainty_score":0.006003737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375780932310075,"score_gpt":0.3039638094954154,"score_spread":0.2902060001723147,"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."}}