{"id":"W4413728374","doi":"10.33540/3048","title":"Antibodies, human milk oligosaccharides and T cells in early life immune development","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Immune system; Antibody; Immunology; Biology","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":[0.0005030358,0.0002125971,0.0001674256,0.0003173629,0.0002132335,0.0009085317,0.0001537063,0.0004141927,0.002839823],"category_scores_gemma":[0.0004047436,0.0001660554,0.000212449,0.0001758346,0.000301102,0.0003308841,0.0004643148,0.0006165137,0.0003892642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311387,"about_ca_system_score_gemma":0.0004726104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000660456,"about_ca_topic_score_gemma":0.001305077,"domain_scores_codex":[0.9998795,0.00004815442,0.000005681164,0.00001949388,0.0000195928,0.00002764614],"domain_scores_gemma":[0.9998583,0.00006019054,0.00002250568,0.000004625868,0.00001767652,0.00003678764],"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":[0.002319808,0.0009256204,0.1264655,0.002022983,0.0001640437,0.001378275,0.005418933,0.001226131,0.05781092,0.04101243,0.03787646,0.723379],"study_design_scores_gemma":[0.000115974,0.00526785,0.5391267,0.003925931,0.0002220654,0.001964049,0.006634024,0.001486653,0.01858773,0.0263908,0.3962123,0.00006588354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039392,0.3331923,0.005501433,0.01350148,0.001750314,0.0002565043,0.0007098672,0.00006764094,0.04108116],"genre_scores_gemma":[0.7190108,0.1991258,0.009326673,0.002794955,0.0009977487,0.0004006794,0.0004223213,0.00003651021,0.06788461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839823,"threshold_uncertainty_score":0.009500206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898034863720913,"score_gpt":0.3019205439328813,"score_spread":0.2829401952956721,"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."}}