{"id":"W3015550143","doi":"10.1016/j.chom.2020.03.012","title":"Commensal Bacteria Modulate Immunoglobulin A Binding in Response to Host Nutrition","year":2020,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Biology; Immunoglobulin A; Commensalism; Immune system; Immunology; Microbiology; Lactobacillus; Lactobacillus reuteri; Gut flora; Antibody; Host (biology); Bacteria; Immunoglobulin G; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002128359,0.0001977483,0.0002098704,0.0000753521,0.00008218757,0.00004352902,0.0002241242,0.0001838297,0.00006016902],"category_scores_gemma":[0.00003418808,0.0002237404,0.00007480935,0.0002119938,0.00003115381,0.000004807915,0.0002014968,0.0001629773,0.0002618629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005548728,"about_ca_system_score_gemma":0.00009254203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004976414,"about_ca_topic_score_gemma":0.00001803093,"domain_scores_codex":[0.9986623,0.0001451533,0.0002946299,0.0004434779,0.00005079326,0.0004036709],"domain_scores_gemma":[0.9994212,0.00001265465,0.00006872821,0.0002700552,0.00004395865,0.0001833716],"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":[0.001510821,0.0001217295,0.0006039237,0.00007126672,0.000007188838,0.00001476875,0.0004003167,0.000003394626,0.9869345,0.000001064662,0.01026785,0.00006316862],"study_design_scores_gemma":[0.001623711,0.0005094447,0.01159136,0.00005999786,0.000006358142,0.00001023177,0.0001504515,0.000007921288,0.8044261,8.020482e-7,0.1813459,0.0002678057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948832,0.0006121143,0.0001217507,0.003528154,0.0001384004,0.0004546422,0.0001389461,0.0000189283,0.0001037978],"genre_scores_gemma":[0.9938977,0.0001867884,0.001445916,0.003708397,0.000141357,0.00001752487,0.0002799484,0.00003764512,0.0002847072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825085,"threshold_uncertainty_score":0.9123867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123634115526765,"score_gpt":0.2469379716722043,"score_spread":0.2357016305169366,"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."}}