{"id":"W3004426905","doi":"10.1038/s41598-020-58999-0","title":"Hydrogen Attenuates Allergic Inflammation by Reversing Energy Metabolic Pathway Switch","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Downregulation and upregulation; Oxidative phosphorylation; Glycolysis; Ovalbumin; Inflammation; Chemistry; Anaerobic glycolysis; Mitochondrial respiratory chain; Mitochondrion; Internal medicine; Medicine; Immunology; Metabolism; Biochemistry; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.0006336115,0.0001827882,0.0003479932,0.00006052473,0.0002409597,0.00007426035,0.00008705066,0.0001174847,0.0002335801],"category_scores_gemma":[0.0001730013,0.0001324343,0.0001559666,0.0005387235,0.0001457174,0.0001071448,0.00006350916,0.0001218255,0.000085289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391581,"about_ca_system_score_gemma":0.00008100928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002356255,"about_ca_topic_score_gemma":0.000002598248,"domain_scores_codex":[0.9979606,0.00008181238,0.0004565015,0.0007087217,0.0004592076,0.0003331259],"domain_scores_gemma":[0.9988922,0.00003410194,0.0002217081,0.0004044005,0.0001078223,0.0003397566],"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":[0.00003255162,0.00004665359,0.001618291,0.00003042172,0.00008364022,0.0004734144,0.000263029,0.00001805191,0.9770834,0.0001433072,0.003580298,0.01662691],"study_design_scores_gemma":[0.0001994152,0.0000716022,0.00008935216,0.00002391853,0.00004437366,0.0001393883,0.00002230137,0.0005299776,0.5782933,0.00107004,0.4193949,0.0001213835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990541,0.00224243,0.0002371056,0.003579679,0.0008221773,0.0002741799,0.000002662695,0.00016658,0.002134163],"genre_scores_gemma":[0.9970307,0.00003609716,0.0001190688,0.0008568827,0.0002245978,0.00001729807,0.000211575,0.00001655245,0.001487168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158146,"threshold_uncertainty_score":0.5400515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812990305951107,"score_gpt":0.2334453336906425,"score_spread":0.2153154306311315,"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."}}