{"id":"W6901674315","doi":"10.60692/mb3p5-wcz85","title":"Maternal fecal microbiome predicts gestational age, birth weight and neonatal growth in rural Zimbabwe.","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Pregnancy; Microbiome; Birth weight; Low birth weight; Gestation; Fetus; Gestational age","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004228748,0.0004949393,0.0002307807,0.0005229849,0.0003767857,0.0005054501,0.0002499872,0.0002780588,0.001377983],"category_scores_gemma":[0.001919663,0.0002724708,0.0003322617,0.0007209535,0.0002456281,0.000263612,0.0005573948,0.0004010044,0.0001508571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139556,"about_ca_system_score_gemma":0.000432183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05832498,"about_ca_topic_score_gemma":0.05165618,"domain_scores_codex":[0.9997651,0.00006909858,0.00001409913,0.00005691959,0.00002904503,0.0000657704],"domain_scores_gemma":[0.9997159,0.00005628353,0.0001362291,0.00001867315,0.00003392275,0.00003899129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258687,0.00001416056,0.9909832,0.00006506473,0.0001181374,0.0001075489,0.0003278912,0.0001067127,0.001761054,0.00005286941,0.0002566882,0.006080615],"study_design_scores_gemma":[0.00000403475,0.00003399388,0.9988644,0.00002758461,0.00004419441,0.00007300039,0.0002064685,0.0003256926,0.00007696477,0.00002713692,0.0003140398,0.00000256664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961915,0.001468844,0.0003476167,0.0002650325,0.000007771863,0.00002476485,0.001299528,0.000008871194,0.0003860241],"genre_scores_gemma":[0.9988467,0.0003374151,0.0002966899,0.00003778733,0.000002518215,0.00001507394,0.0003398242,0.000001892311,0.000122078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05832498,"threshold_uncertainty_score":0.115971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009081442799363609,"score_gpt":0.2005832040127218,"score_spread":0.1915017612133582,"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."}}