{"id":"W3167593620","doi":"10.1080/19490976.2021.1930875","title":"Bacteroides-dominant gut microbiome of late infancy is associated with enhanced neurodevelopment","year":2021,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba; Children's Hospital Research Institute of Manitoba; University of British Columbia; Hospital for Sick Children; Public Health Ontario; BC Children's Hospital; SickKids Foundation; University of Toronto; Child and Family Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Biology; Bacteroidetes; Gut flora; Bacteroides; Population; Proteobacteria; Autism; Firmicutes; Microbiome; Physiology; Immunology; Demography; Bioinformatics; Developmental psychology; Genetics; Psychology","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":[0.0001438434,0.0002614568,0.0003766299,0.0000639266,0.00009574209,0.00002673189,0.0001971464,0.0001872935,0.0001266252],"category_scores_gemma":[0.00005219345,0.0002361244,0.0001153818,0.0002270247,0.00009824174,0.000006082046,0.0001742872,0.0001254631,0.00002724584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002796848,"about_ca_system_score_gemma":0.0004355375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002842631,"about_ca_topic_score_gemma":0.0001883851,"domain_scores_codex":[0.9984385,0.00008439687,0.0004154999,0.0005236568,0.00009163489,0.0004462668],"domain_scores_gemma":[0.9989463,0.00001541818,0.000222188,0.0004261711,0.0003002598,0.00008965565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007442058,0.0001553033,0.001498433,0.00006841715,0.0001410605,0.00001662251,0.0003196289,0.000002970372,0.9935903,0.000004666314,0.003748914,0.0003792711],"study_design_scores_gemma":[0.001072275,0.0001717785,0.04225138,0.0001516664,0.00003278726,0.00004609125,0.00004266345,8.033504e-7,0.9345733,0.00000665559,0.02137001,0.0002805897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976284,0.0009010675,0.0002255956,0.0003052337,0.0001534443,0.0001897604,0.0001419233,0.000012366,0.0004422246],"genre_scores_gemma":[0.9905658,0.0005772427,0.001704337,0.001133483,0.00004005031,0.000009670989,0.0005201055,0.00004196704,0.005407363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.059017,"threshold_uncertainty_score":0.9628873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006719322801785784,"score_gpt":0.2270686018580048,"score_spread":0.220349279056219,"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."}}