{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005207352,0.001106901,0.001419459,0.001504297,0.0003456848,0.001407447,0.001211708,0.001440368,0.004238489],"category_scores_gemma":[0.0004426982,0.0002884381,0.0003217481,0.002507606,0.0008502303,0.001490482,0.0008967099,0.00190724,0.003110105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000626065,"about_ca_system_score_gemma":0.001015373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625718,"about_ca_topic_score_gemma":0.001291508,"domain_scores_codex":[0.9998565,0.0000192536,0.00001499402,0.00002573212,0.00005951944,0.00002404429],"domain_scores_gemma":[0.9998542,0.00005336879,0.00002444657,0.000006690662,0.00003013546,0.00003113758],"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":[0.0001306358,0.00007059819,0.0001578955,0.01030622,0.00005970634,0.0001937295,0.00004689927,0.0002923003,0.004498702,0.00448209,0.03893878,0.9408224],"study_design_scores_gemma":[0.00001894172,0.00005335006,0.0008259636,0.001342478,0.00005219529,0.0006262094,0.00006588098,0.00006096524,0.0004370291,0.003365136,0.9931364,0.00001550826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009832205,0.9980729,0.0001244634,0.0003020704,0.0003634223,0.000003159108,0.00001313646,0.000007531717,0.001014942],"genre_scores_gemma":[0.0005928652,0.9977615,0.0001321055,0.0001669171,0.0004155939,0.000005430901,0.000025104,9.660512e-7,0.0008995421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004238489,"threshold_uncertainty_score":0.01417917,"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."}}