{"id":"W3044713834","doi":"10.1038/s41467-020-17565-y","title":"Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; School of Medicine, Stanford University; Deutsche Forschungsgemeinschaft; National Institute on Aging; National Institutes of Health","keywords":"Immune system; Medicine; Dynamics (music); Biology; Immunology; Psychology","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":[0.00009958445,0.0001495784,0.0003983277,0.0001005232,0.00004033126,0.000008808008,0.0002350471,0.0003390775,0.00001772437],"category_scores_gemma":[0.00005769802,0.0001420921,0.0001401771,0.0004377404,0.00010264,0.0001378174,0.0002128155,0.001021311,0.000009303331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143765,"about_ca_system_score_gemma":0.00005008658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633346,"about_ca_topic_score_gemma":0.00006877133,"domain_scores_codex":[0.9986476,0.0001756622,0.000549453,0.0002062417,0.0002558754,0.0001651393],"domain_scores_gemma":[0.9985551,0.0001328008,0.0001800152,0.0008237187,0.0002075844,0.000100765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02811653,0.01240491,0.8481987,0.002001232,0.002629756,0.0001964972,0.006950339,0.00005406093,0.02607845,0.01605682,0.005367066,0.0519457],"study_design_scores_gemma":[0.01315313,0.001605861,0.9153724,0.002234261,0.0008007245,0.00003007203,0.0007707468,0.01741281,0.04432214,0.0000415471,0.003390782,0.0008655278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993848,0.002149967,0.0002787442,0.001134222,0.0001254799,0.0006002885,0.0003127974,0.00006652743,0.001483945],"genre_scores_gemma":[0.997307,0.0001461293,0.001086303,0.0001156247,0.00002625141,0.0001038583,0.001160933,0.00002427103,0.00002964312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06717376,"threshold_uncertainty_score":0.5794349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098082356961373,"score_gpt":0.2546870773166474,"score_spread":0.2437062537470336,"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."}}