{"id":"W2521925518","doi":"10.1016/j.smim.2016.09.001","title":"Nutrient sensing, signal transduction and immune responses","year":2016,"lang":"en","type":"review","venue":"Seminars in Immunology","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Science Foundation Ireland; Wellcome Trust","keywords":"Immune system; Nutrient sensing; Nutrient; Biology; Cell biology; Signal transduction; Metabolic pathway; Function (biology); Metabolism; Immunology; Biochemistry; Ecology","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":[0.0002732145,0.0004253341,0.0009699034,0.0002034528,0.00006458422,0.00001441601,0.0002545378,0.000777522,0.00003970536],"category_scores_gemma":[0.0001093793,0.0003624677,0.000241288,0.0001020893,0.0004893966,0.000003539601,0.0001923985,0.0003252858,0.00001734441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006779641,"about_ca_system_score_gemma":0.000163981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009478508,"about_ca_topic_score_gemma":0.000007787617,"domain_scores_codex":[0.9978623,0.0003739535,0.0005877791,0.0006947276,0.00006886348,0.000412319],"domain_scores_gemma":[0.9990458,0.00009378298,0.0002688809,0.0004939776,0.00005098132,0.00004654258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002259445,0.00005252723,0.000006759019,0.0007224286,0.000207783,0.00001725728,0.00007018323,6.541344e-8,0.1260903,0.00006225735,0.0002253404,0.8723192],"study_design_scores_gemma":[0.0004705194,0.0002777962,0.00001518649,0.003766972,0.00008726237,0.0003099086,0.00005128582,1.574221e-7,0.04641663,0.0003108833,0.9478645,0.0004288501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007827102,0.9907888,0.0002132774,0.00004034484,0.0003969549,0.0004204532,0.00008584811,0.00001136042,0.0002158371],"genre_scores_gemma":[0.001177604,0.9969815,0.0002801123,0.00001397415,0.0002281607,0.00003867309,0.0002358013,0.00005554538,0.0009886298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9476392,"threshold_uncertainty_score":0.9998828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488778230198913,"score_gpt":0.2850412822516559,"score_spread":0.2701534999496668,"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."}}