{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001321617,0.0002541377,0.0007148196,0.00153751,0.00007835018,0.000009420184,0.0003290384,0.0006374204,0.0000513509],"category_scores_gemma":[0.0005505108,0.000267943,0.00007909806,0.0007948041,0.0005580408,0.000137622,0.0001521988,0.0005233264,0.0001154667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263727,"about_ca_system_score_gemma":0.0001133424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009814093,"about_ca_topic_score_gemma":0.00002403911,"domain_scores_codex":[0.996449,0.001721863,0.0007691022,0.0004006227,0.00003742312,0.0006220223],"domain_scores_gemma":[0.9988812,0.0003869531,0.0002371588,0.0004231785,0.00005775949,0.00001370053],"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":[0.008592339,0.00004440705,0.005670975,0.00002271391,0.0001274362,0.00005419162,0.0009592015,0.00004238851,0.9789788,0.0004514992,0.0008641062,0.004191904],"study_design_scores_gemma":[0.01844422,0.0009158166,0.3130858,0.0001762805,0.00004859067,0.0002716465,0.002147019,0.001427931,0.6522906,0.003547074,0.006994084,0.000650933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895774,0.006190292,0.0002259643,0.001134864,0.002185572,0.0005196671,0.00003676532,0.0000881986,0.00004124492],"genre_scores_gemma":[0.9982918,0.000406392,0.0002223372,0.00006423678,0.00001012807,0.00006125023,0.00007748745,0.00003056186,0.0008358309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266883,"threshold_uncertainty_score":0.9999773,"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."}}