{"id":"W2891555810","doi":"10.1093/infdis/jiy535","title":"Cytokine Profiles and Severity of Influenza Infection in Transplant Recipients","year":2018,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of California, San Francisco; University of Illinois at Urbana-Champaign; University of Toronto; Universiteit Leiden; University of Alberta; National Science Foundation; University of Washington; Seattle Children's Research Institute; University of Pennsylvania; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Gilead Sciences; Sanofi; Genentech; University of Pittsburgh; Pfizer; Cincinnati Children's Hospital Medical Center","keywords":"Immunology; Pneumonia; Medicine; Intensive care unit; Immune system; Viral load; Cytokine; Transplantation; Internal medicine; Virus","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":[0.0002446577,0.0001951081,0.0002365852,0.0003629297,0.0001836042,0.0003534042,0.00005754285,0.0001861988,0.000815129],"category_scores_gemma":[0.0006251158,0.0001011342,0.0001481597,0.0002430201,0.0001493551,0.0001787246,0.0001415025,0.0003080962,0.0002080183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365979,"about_ca_system_score_gemma":0.00009917032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617228,"about_ca_topic_score_gemma":0.0002810058,"domain_scores_codex":[0.9998895,0.00003042449,0.00001489924,0.00001552141,0.00002326503,0.00002642655],"domain_scores_gemma":[0.9996052,0.00006206795,0.0001547207,0.00001840163,0.0000354471,0.0001242422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001935466,0.0001208576,0.9671709,0.00002243432,0.00004339556,0.000392463,0.000156363,0.00009250351,0.02453116,0.00001990029,0.0000693518,0.005445124],"study_design_scores_gemma":[0.00001465883,0.0009504154,0.9955484,0.000004994117,0.00003370587,0.000710246,0.0001670986,0.0001718064,0.002200211,0.0000224327,0.0001713903,0.000004716657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99963,0.0001472287,0.00003702601,0.000007964587,0.000002619238,0.000002314236,0.00003017502,0.000001379523,0.0001412873],"genre_scores_gemma":[0.999711,0.000075223,0.00003844023,0.00001461547,0.000007285821,0.000003378519,0.00006048058,7.408072e-7,0.00008886805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000815129,"threshold_uncertainty_score":0.002726853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661340007044171,"score_gpt":0.3479179879715084,"score_spread":0.3113045879010667,"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."}}