{"id":"W4409600614","doi":"10.1080/19490976.2025.2491667","title":"Delivery mode, birth order, and sex impact neonatal microbial colonization","year":2025,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canada Research Chairs; Deutsche Forschungsgemeinschaft","keywords":"Biology; Colonization; Birth order; Order (exchange); Microbiology; Environmental health; Medicine","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":[0.0004873103,0.000248246,0.0002968498,0.0003236277,0.0001453128,0.0004735227,0.0001841766,0.0001741482,0.002147775],"category_scores_gemma":[0.003306669,0.0001011593,0.0002517802,0.000286422,0.0002183322,0.0002446171,0.0004241618,0.0002621433,0.0002738663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731265,"about_ca_system_score_gemma":0.0003823854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267776,"about_ca_topic_score_gemma":0.00191944,"domain_scores_codex":[0.9996118,0.0001251852,0.00003579086,0.00006499549,0.0000977914,0.00006444875],"domain_scores_gemma":[0.9985884,0.0006385965,0.0004170969,0.00009533067,0.00009149092,0.0001689763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007686871,0.00005752104,0.946571,0.00008979876,0.0000989827,0.0007234205,0.0003287348,0.0001247635,0.02394448,0.0001419698,0.0001808169,0.02696986],"study_design_scores_gemma":[0.000002777866,0.0002943972,0.9961388,0.00002685518,0.00003436629,0.0005988756,0.0002624436,0.0001705404,0.001898736,0.0001103477,0.0004547359,0.000007300514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997583,0.001237815,0.0002597259,0.0000593691,0.00001446069,0.000005723757,0.0001951554,0.000005885551,0.0006387283],"genre_scores_gemma":[0.9980768,0.0009234067,0.0003369588,0.0000324279,0.000009018723,0.000007675626,0.0001235843,0.000007503765,0.0004826417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147775,"threshold_uncertainty_score":0.007184982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00397321849270791,"score_gpt":0.2577545178377499,"score_spread":0.253781299345042,"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."}}