{"id":"W2950086430","doi":"10.3390/nu11061375","title":"Impact of Maternal Malnutrition on Gut Barrier Defense: Implications for Pregnancy Health and Fetal Development","year":2019,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Carleton University","funders":"","keywords":"Paneth cell; Biology; CDX2; Mucin 2; Homeostasis; Fetus; Mucin; Gut flora; Goblet cell; Offspring; Tight junction; Endocrinology; Internal medicine; Immunology; Cell biology; Transcription factor; Gene expression; Small intestine; Pregnancy; Medicine; Epithelium","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005069645,0.00008567789,0.0001132788,0.00003598946,0.0000612841,0.000007136125,0.00005706941,0.00006627647,0.000008151748],"category_scores_gemma":[0.000007723967,0.00007630482,0.0000512415,0.0000299981,0.00001525357,0.000002504725,0.00002583838,0.00003013627,0.000005636036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000416519,"about_ca_system_score_gemma":0.0001988661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001029272,"about_ca_topic_score_gemma":0.000003391532,"domain_scores_codex":[0.9993852,0.0000144266,0.0001738766,0.0002009603,0.00004076326,0.0001847509],"domain_scores_gemma":[0.9995869,0.000004626901,0.0000924741,0.0001538634,0.00005962209,0.000102512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003325063,0.0002427736,0.5094321,0.0002964293,0.00005433598,7.99005e-8,0.0001128782,0.000001843461,0.4798939,0.0002002467,0.00177608,0.007656798],"study_design_scores_gemma":[0.002050519,0.001522197,0.9590832,0.0001867915,0.000004334499,0.000009756321,0.00001344612,0.000003003,0.03022885,0.0001052342,0.006671076,0.0001215661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982181,0.0005509351,0.0002541592,0.00009186157,0.00005381508,0.0005748119,0.0001699577,0.000003871972,0.00008255326],"genre_scores_gemma":[0.9977602,0.0001978799,0.001299749,0.0001065293,0.00002406381,0.00003343743,0.0003051381,0.00001129959,0.0002616686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4496651,"threshold_uncertainty_score":0.311162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520352429791491,"score_gpt":0.3113126498255316,"score_spread":0.2961091255276167,"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."}}