{"id":"W4213007656","doi":"10.3389/fimmu.2022.820350","title":"Coping With Stress: The Mitokine GDF-15 as a Biomarker of COVID-19 Severity","year":2022,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University; Styrelsen för Internationellt Utvecklingssamarbete; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"GDF15; Cytokine storm; Cytokine; Inflammation; Immunology; Disease; Reprogramming; Context (archaeology); Biomarker; Biology; Mediator; Immune system; Proinflammatory cytokine; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Pathology; Genetics; Cell biology; Cell","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005456003,0.0004662002,0.002232786,0.0006714551,0.0001511265,0.000008799375,0.0005515039,0.0007220938,0.0007743495],"category_scores_gemma":[0.0003959015,0.0002740468,0.0004223133,0.001157936,0.0009257311,0.00003223281,0.0002689534,0.001359904,0.00001033913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006171255,"about_ca_system_score_gemma":0.001780607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004143625,"about_ca_topic_score_gemma":0.00002422781,"domain_scores_codex":[0.9970912,0.0007695997,0.0008153145,0.0005410839,0.0003036364,0.0004791445],"domain_scores_gemma":[0.998053,0.0003174999,0.0006172723,0.0008690628,0.00003942246,0.0001037794],"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":[0.002083374,0.0005345041,0.0020807,0.02511713,0.01088841,0.001221718,0.0009019748,0.00000247029,0.000007496791,0.00006679009,0.1200667,0.8370287],"study_design_scores_gemma":[0.001638837,0.0003909678,0.0001304702,0.003218757,0.001443498,0.001120913,0.0009564196,0.000006215944,0.000001894548,0.00004065532,0.9907718,0.0002795966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006998866,0.9934461,0.0001503295,0.0009048693,0.001847611,0.001474765,0.00008477567,0.00004937994,0.001972157],"genre_scores_gemma":[0.00003288975,0.9973052,0.0005835083,0.0004092921,0.00003853171,0.0002002247,0.00041186,0.00006419596,0.0009543048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8707051,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041503362836387,"score_gpt":0.3124543825742745,"score_spread":0.2820393489459106,"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."}}