{"id":"W3170968332","doi":"10.1016/j.ebiom.2021.103421","title":"Maternal fecal microbiome predicts gestational age, birth weight and neonatal growth in rural Zimbabwe.","year":2021,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of British Columbia; Wellcome Trust; UNICEF; Direktion für Entwicklung und Zusammenarbeit; Department for International Development; National Institutes of Health; Department for International Development, UK Government; Bill and Melinda Gates Foundation","keywords":"Pregnancy; Low birth weight; Microbiome; Birth weight; Medicine; Feces; Obstetrics; Gestational age; Physiology; Biology; Bioinformatics","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":[0.0004415902,0.0004598224,0.0002046431,0.0004808703,0.0003385657,0.0004484738,0.0002429223,0.0002978099,0.001193417],"category_scores_gemma":[0.002009674,0.0002732615,0.0003007362,0.0006054181,0.0002504285,0.0002564132,0.0005213482,0.0004152732,0.0001433803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006134385,"about_ca_system_score_gemma":0.0004324431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0492912,"about_ca_topic_score_gemma":0.04489947,"domain_scores_codex":[0.9997814,0.00006506557,0.00001291054,0.00005144293,0.00002886576,0.00006031508],"domain_scores_gemma":[0.9997196,0.00005595192,0.0001382931,0.0000184282,0.00002945283,0.00003830144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112227,0.00001287373,0.9925601,0.00004523641,0.00008534333,0.00009697634,0.0003125152,0.00008087529,0.001432603,0.00004051155,0.0002006097,0.005020251],"study_design_scores_gemma":[0.000003656023,0.00003160983,0.9991098,0.00002230529,0.00003244936,0.00006699176,0.0001783342,0.0002510913,0.00005700448,0.00002178686,0.0002229652,0.000002017548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971285,0.001162259,0.0002485721,0.0002518563,0.000006222936,0.00002021171,0.0008465509,0.000006921792,0.0003288869],"genre_scores_gemma":[0.9989914,0.000326608,0.0002547819,0.00003604633,0.000002117066,0.00001423809,0.0002642595,0.000001605509,0.0001089137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0492912,"threshold_uncertainty_score":0.09800857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00477727030477427,"score_gpt":0.2340635317899107,"score_spread":0.2292862614851365,"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."}}