{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298885,0.000158154,0.0001878046,0.0001089877,0.00005403583,0.00001888542,0.000093,0.0001362159,0.0001073475],"category_scores_gemma":[0.00002924437,0.0001421929,0.00003359361,0.0001708013,0.0001716433,0.000005513357,0.0001128553,0.0001259384,0.00001248532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002403965,"about_ca_system_score_gemma":0.0001441749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172152,"about_ca_topic_score_gemma":0.0001373865,"domain_scores_codex":[0.9989587,0.00004746738,0.0002542037,0.0003123111,0.0001165873,0.0003107214],"domain_scores_gemma":[0.9995844,0.00001121604,0.00005104872,0.000137371,0.00007098555,0.0001449163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009393793,0.00005868242,0.06074495,0.000111154,0.00002994305,0.0002914737,0.000132432,3.144615e-7,0.931839,0.0001336122,0.004956775,0.001607651],"study_design_scores_gemma":[0.004223333,0.0003691783,0.7964128,0.0001495056,0.00001770769,0.00113127,0.0001453702,0.00001789042,0.1342161,0.0001662581,0.0628714,0.0002792535],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949272,0.002296863,0.00015788,0.001854731,0.0003068368,0.0001068917,0.000113648,0.00001154247,0.0002244361],"genre_scores_gemma":[0.9937494,0.0007094751,0.0009410249,0.001095124,0.000465381,0.000006590244,0.0012067,0.00001998588,0.0018063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.797623,"threshold_uncertainty_score":0.5798457,"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."}}