{"id":"W4388202709","doi":"10.3389/fimmu.2023.1268611","title":"Neural control of redox response and microbiota-triggered inflammation in Drosophila gut","year":2023,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science; Tokyo Biochemical Research Foundation; Brandeis University","keywords":"Biology; Gut flora; Downregulation and upregulation; Immune system; Innate immune system; Immunity; Axenic; Cell biology; Inflammation; Gene; Gene expression; Neuron; Microbiology; Immunology; Genetics; Bacteria; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006908394,0.0003373702,0.0001863828,0.0002224206,0.0002270033,0.0002923253,0.0002144642,0.0003519702,0.0007216773],"category_scores_gemma":[0.0001006555,0.000165274,0.0003226521,0.00007848697,0.0003017537,0.0002236843,0.0004232575,0.0006120428,0.0001530246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248291,"about_ca_system_score_gemma":0.0002108827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296623,"about_ca_topic_score_gemma":0.002335455,"domain_scores_codex":[0.9998994,0.000008324213,0.00000922187,0.000037741,0.00002645876,0.00001894186],"domain_scores_gemma":[0.9998994,0.00001157881,0.00003790624,0.000007855258,0.00001931035,0.0000239984],"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":[0.00003453437,0.000004282698,0.0005876892,0.00003461165,0.00000429655,0.00005737809,0.00001737218,0.00007051873,0.9983079,0.00008698141,0.00002968206,0.0007647426],"study_design_scores_gemma":[0.0000372597,0.0001979294,0.1151157,0.00005032912,0.00006177194,0.0004358297,0.0002577167,0.004356741,0.8745488,0.0003606043,0.004549764,0.00002748144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909672,0.001789866,0.004704684,0.0001106894,0.00003193218,0.00002606523,0.0007759626,0.00008995089,0.001503715],"genre_scores_gemma":[0.9909633,0.0009380014,0.004887566,0.0001437393,0.000007679234,0.0000641625,0.0007305193,0.00004156913,0.002223424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001296623,"threshold_uncertainty_score":0.003082395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572022366138342,"score_gpt":0.2127804334173044,"score_spread":0.206208411051166,"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."}}