{"id":"W4416449880","doi":"10.1093/jimmun/vkaf283.2178","title":"Early life development of the human gut immune system 4505","year":2025,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Immune system; Germinal center; Flow cytometry; Acquired immune system; Mesenteric lymph nodes; Transcriptome; Immune tolerance; Lymphatic system; Follicular phase","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":[0.0001566852,0.0001221034,0.0001320697,0.000404268,0.0001453383,0.0004247933,0.0000880809,0.000195824,0.004350678],"category_scores_gemma":[0.00009620511,0.00007518774,0.0001035197,0.0001734687,0.00009090775,0.0001551638,0.0002506985,0.0002047615,0.001023052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378674,"about_ca_system_score_gemma":0.0001930103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009538557,"about_ca_topic_score_gemma":0.0008661737,"domain_scores_codex":[0.9999384,0.00001322032,0.000002964598,0.00001738626,0.00001194978,0.00001616924],"domain_scores_gemma":[0.9999379,0.000006774113,0.00001191318,0.000004254887,0.00001569677,0.0000233965],"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":[0.0005275049,0.00007556983,0.06375169,0.0002743563,0.00003067406,0.0007692716,0.0002922846,0.0001139879,0.8390691,0.001088144,0.004388038,0.08961938],"study_design_scores_gemma":[0.00001231805,0.0006694545,0.8531119,0.0001222849,0.00003422728,0.002140743,0.0004157328,0.0004076199,0.08553519,0.0003953784,0.05714003,0.0000150743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446392,0.02184922,0.004526484,0.0004751337,0.0001110553,0.0001299638,0.003995553,0.0001743367,0.024099],"genre_scores_gemma":[0.9771238,0.00588854,0.002843664,0.0002092996,0.00007638472,0.0000684953,0.003015422,0.00001843635,0.01075593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004350678,"threshold_uncertainty_score":0.0145545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048051547839306,"score_gpt":0.2225923425150286,"score_spread":0.2121118270366355,"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."}}