{"id":"W4402295732","doi":"10.1016/j.chom.2024.08.010","title":"Intestinal newborn regulatory B cell antibodies modulate microbiota communities","year":2024,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Natural Science Foundation of China","keywords":"Biology; Antibody; Cell; Immunology; Microbiology; Cell biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002068033,0.000363077,0.0002614902,0.0001178349,0.0002467709,0.0001501429,0.0004259009,0.0002583148,0.0001175951],"category_scores_gemma":[0.000005021453,0.0003606237,0.0001906485,0.0001427971,0.0002754614,0.000009779794,0.0003790233,0.0003655634,0.0003032001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004726341,"about_ca_system_score_gemma":0.0002432338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002096155,"about_ca_topic_score_gemma":0.0001051312,"domain_scores_codex":[0.9984515,0.00009718339,0.0003502482,0.0004670894,0.00007384476,0.0005601585],"domain_scores_gemma":[0.9989737,0.00002406234,0.00007738014,0.0006959482,0.00009969238,0.0001292216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002776869,0.0000876323,0.0005445579,0.0004607802,0.00002678473,0.00001689717,0.0005437298,0.000009914979,0.9482599,0.00002632832,0.04951063,0.000485077],"study_design_scores_gemma":[0.0002840222,0.0001514486,0.002223839,0.0001467632,0.00003440564,0.00009736621,0.0004432383,0.00003345437,0.6905522,0.00001417356,0.3056636,0.000355478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736193,0.01976502,0.0004039962,0.0002280342,0.0006194749,0.0002403077,0.0001283818,0.00009467117,0.00490086],"genre_scores_gemma":[0.9811308,0.001511889,0.002754377,0.0006883374,0.0003074226,0.000004447516,0.0005659258,0.00008957823,0.01294722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2577077,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008845551307032936,"score_gpt":0.2390233414945757,"score_spread":0.2301777901875428,"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."}}