{"id":"W4399523779","doi":"10.3389/fpubh.2024.1408246","title":"The role of antibiotic exposure and the effects of breastmilk and human milk feeding on the developing infant gut microbiome","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Breastfeeding; Microbiome; Medicine; Psychological intervention; Breast feeding; Environmental health; Pediatrics; Nursing; Bioinformatics; Biology","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":[0.0007820983,0.0002103174,0.0002960158,0.0003547438,0.0003633839,0.001396527,0.0002045362,0.000515388,0.001914209],"category_scores_gemma":[0.003152677,0.000130283,0.0003059387,0.0003700817,0.0006819164,0.0005797747,0.001204458,0.0006085696,0.0002145992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528814,"about_ca_system_score_gemma":0.001277696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086325,"about_ca_topic_score_gemma":0.004782259,"domain_scores_codex":[0.9987519,0.0006735074,0.00004360652,0.0001586704,0.0001786512,0.0001936509],"domain_scores_gemma":[0.9987488,0.000568468,0.0003328194,0.00004766829,0.0001115874,0.0001907188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001021645,0.0004252213,0.5006079,0.002018961,0.0006293209,0.001931022,0.006979164,0.0006112609,0.02752888,0.01420661,0.007282877,0.4367571],"study_design_scores_gemma":[0.00001785801,0.0006259551,0.9084507,0.001379921,0.0003506274,0.002006875,0.005034989,0.0006191748,0.003764187,0.008276183,0.06941821,0.00005533665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7876386,0.171115,0.002741629,0.01724089,0.0004019398,0.00003180639,0.0007001097,0.00004218849,0.02008777],"genre_scores_gemma":[0.939814,0.05511538,0.001509623,0.001587737,0.0002277911,0.00002699096,0.0001790724,0.00001544586,0.001523954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004086325,"threshold_uncertainty_score":0.008125067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226616980722984,"score_gpt":0.2735961158361196,"score_spread":0.2613299460288898,"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."}}