{"id":"W3203691717","doi":"10.1155/2021/5513868","title":"Combating Oxidative Stress and Inflammation in COVID‐19 by Molecular Hydrogen Therapy: Mechanisms and Perspectives","year":2021,"lang":"en","type":"review","venue":"Oxidative Medicine and Cellular Longevity","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Canada Council for the Arts","keywords":"Oxidative stress; Coronavirus disease 2019 (COVID-19); Inflammation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Reactive oxygen species; Bioinformatics; Virology; Immunology; Biology; Cell biology; Disease; Pathology; Internal medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004021276,0.0003946845,0.0005301188,0.0006268205,0.0001728401,0.0007275541,0.0003399746,0.001063256,0.001641173],"category_scores_gemma":[0.0002234343,0.0001121389,0.0003680891,0.0003547159,0.0003677865,0.001048962,0.0004072577,0.001257716,0.0003387173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379008,"about_ca_system_score_gemma":0.0005921433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002985809,"about_ca_topic_score_gemma":0.000921661,"domain_scores_codex":[0.9999193,0.00002372607,0.00001076881,0.00001170985,0.0000185123,0.00001611156],"domain_scores_gemma":[0.9998581,0.00004800419,0.00003188599,0.000004051201,0.00003566273,0.00002221261],"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":[0.0008422053,0.000597678,0.001342007,0.02376706,0.0002503583,0.00114836,0.0003412716,0.001322095,0.05900776,0.01765809,0.0467513,0.8469718],"study_design_scores_gemma":[0.0001371602,0.002961617,0.004361363,0.004661046,0.0003601089,0.003509783,0.000678368,0.001578507,0.01683852,0.01331805,0.9514994,0.00009598806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0025155,0.992937,0.0006208788,0.00226695,0.0004328057,0.00001103574,0.00003080149,0.00001597451,0.001169044],"genre_scores_gemma":[0.01093877,0.9846548,0.0006438892,0.001385206,0.0009139772,0.00002121568,0.00004523909,0.000003416224,0.001393431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001641173,"threshold_uncertainty_score":0.005490303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776630917401544,"score_gpt":0.3314930644496781,"score_spread":0.2737267552756626,"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."}}