{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002692197,0.0001246487,0.0003318042,0.0001652337,0.0002620289,0.000103587,0.0001495692,0.00006356213,0.000001481693],"category_scores_gemma":[0.0004096315,0.0000567116,0.00004119808,0.0003945449,0.0005203408,0.0001436909,0.00007428013,0.0003279125,2.898091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006231596,"about_ca_system_score_gemma":0.0002951327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005573648,"about_ca_topic_score_gemma":0.00001941828,"domain_scores_codex":[0.9986941,0.0002214646,0.0003829519,0.0001998192,0.0002025171,0.0002991121],"domain_scores_gemma":[0.9987338,0.0007592059,0.0001791569,0.0001989404,0.00005116679,0.00007777454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004118836,0.0001499605,0.2538143,0.005719993,0.0007449438,0.00001256344,0.02266522,7.874358e-7,0.008320292,0.1795383,0.01329256,0.5153292],"study_design_scores_gemma":[0.002878789,0.001063551,0.8957906,0.005369814,0.000101781,0.0002352819,0.009657912,0.0007774092,0.001392636,0.003454474,0.07903143,0.0002463256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504162,0.02921463,0.00006353275,0.1180578,0.0006851677,0.0007245023,0.000005030186,0.0000226742,0.0008105013],"genre_scores_gemma":[0.996106,0.002497567,0.0004297866,0.0008310038,0.00007058504,0.000007758797,0.000001504814,0.0000126314,0.00004314311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6419764,"threshold_uncertainty_score":0.2312632,"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."}}