{"id":"W4408417406","doi":"10.20517/mrr.2024.91","title":"Milk matters: seeding gut ecosystems and shaping microbiota rivalries","year":2025,"lang":"en","type":"article","venue":"Microbiome Research Reports","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Breastfeeding; Gut flora; Microbiome; Biology; Colonization; Gut microbiome; Medicine; Immunology; Pediatrics; Ecology; Bioinformatics","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":[0.0009535549,0.000391237,0.0004884581,0.0005153327,0.0009910795,0.003338301,0.0005138546,0.001138098,0.003234539],"category_scores_gemma":[0.003718284,0.0003507334,0.0002822237,0.0004469653,0.001126867,0.002176991,0.002729356,0.0009700531,0.0006014145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007439205,"about_ca_system_score_gemma":0.0006925862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070324,"about_ca_topic_score_gemma":0.001398397,"domain_scores_codex":[0.9990618,0.0003279635,0.00002449322,0.0001825972,0.0001927299,0.0002104908],"domain_scores_gemma":[0.9988532,0.0003746024,0.0002253798,0.0001074882,0.0001332315,0.0003059923],"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":[0.001931561,0.0002851061,0.2534526,0.001252853,0.0004610553,0.003659754,0.008078579,0.002855086,0.4885435,0.05916336,0.007207769,0.1731088],"study_design_scores_gemma":[0.0002216842,0.002288808,0.5785224,0.0008697409,0.0004888758,0.003868541,0.02298543,0.01401543,0.1266815,0.1037102,0.1460312,0.0003163036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647648,0.009632896,0.006306538,0.004651295,0.0002614344,0.00003363872,0.0001908754,0.0001849772,0.01397343],"genre_scores_gemma":[0.9940634,0.001966106,0.001879907,0.0007318297,0.00007988833,0.00001978303,0.00008610402,0.00004714009,0.001125743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003338301,"threshold_uncertainty_score":0.01082063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448722893456771,"score_gpt":0.3700123409251032,"score_spread":0.3255251119905355,"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."}}