{"id":"W4402622680","doi":"10.1016/j.cell.2024.07.022","title":"Microbial colonization programs are structured by breastfeeding and guide healthy respiratory development","year":2024,"lang":"en","type":"article","venue":"Cell","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; University of British Columbia; Hospital for Sick Children; Dalhousie University; BC Children's Hospital; University of Toronto; SickKids Foundation; Children's Hospital Research Institute of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; W. Garfield Weston Foundation; University of California, San Diego; National Institutes of Health; DSM Nutritional Products; Genome British Columbia; Canadian Institute for Advanced Research; University of British Columbia; F. Hoffmann-La Roche; Garfield Weston Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Bill and Melinda Gates Foundation","keywords":"Biology; Colonization; Breastfeeding; Microbiology; Pediatrics","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":[0.0003967083,0.000148512,0.0002460531,0.0003218309,0.0003232638,0.000714561,0.0001480902,0.0002470246,0.001118806],"category_scores_gemma":[0.001667833,0.0001602589,0.0001498727,0.000328803,0.0002677637,0.000293504,0.0005438277,0.0003168339,0.000316167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951403,"about_ca_system_score_gemma":0.0007940748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796104,"about_ca_topic_score_gemma":0.005941416,"domain_scores_codex":[0.9995255,0.0001638714,0.00002286604,0.00007936065,0.00009643045,0.0001119868],"domain_scores_gemma":[0.9994281,0.0001074045,0.0002404182,0.00004472873,0.00009341438,0.00008595287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000525252,0.0001047984,0.7404569,0.0003154355,0.0001412392,0.0005253382,0.002746836,0.0004184796,0.1226761,0.001841115,0.001443107,0.1288054],"study_design_scores_gemma":[0.000006977282,0.0002450376,0.9801117,0.0001459709,0.000045838,0.0004900142,0.0015881,0.000394951,0.00631771,0.001012297,0.009626204,0.0000152911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860066,0.005902564,0.002358495,0.0004867375,0.00002523306,0.00002294365,0.0006648461,0.00005216593,0.004480266],"genre_scores_gemma":[0.9936946,0.002813936,0.002193851,0.0001134829,0.00001499384,0.00003031363,0.0002915343,0.00001845087,0.0008288882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003796104,"threshold_uncertainty_score":0.007548034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017802544212786,"score_gpt":0.2847178864875843,"score_spread":0.2645398610454565,"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."}}