{"id":"W3016166317","doi":"10.1093/ofid/ofaa122","title":"Early amplified respiratory bioactive lipid response is associated with worse outcomes in pediatric influenza-related respiratory failure","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; University of Chicago Medicine; Children's of Alabama; Children's Healthcare of Atlanta; Université Laval; Children's Hospital Colorado; Children's Hospital of Philadelphia; University of California, San Francisco; University of Chicago; Texas Children's Hospital; University of Pennsylvania; Pennsylvania State University; Penn State Health Children's Hospital; Nationwide Children's Hospital","keywords":"Medicine; Viral load; Respiratory failure; Intensive care unit; Internal medicine; Arachidonic acid; Immunology; Docosahexaenoic acid; Respiratory system; Fatty acid; Polyunsaturated fatty acid; Virus; Biology","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":[0.0007266829,0.0006381302,0.001232376,0.0007406547,0.0004848501,0.0002833929,0.0005395694,0.0003192461,0.0003354879],"category_scores_gemma":[0.007132123,0.0005208596,0.0002658049,0.002507742,0.0003633678,0.0008913803,0.0007542045,0.0009871034,0.0004016714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006538116,"about_ca_system_score_gemma":0.001325405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003412224,"about_ca_topic_score_gemma":0.0003832217,"domain_scores_codex":[0.9951682,0.0008630584,0.0008830018,0.001015812,0.0009717087,0.001098191],"domain_scores_gemma":[0.9964734,0.0009463406,0.0004356857,0.0007090551,0.0005918823,0.0008436284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009924627,0.0007985911,0.9788309,0.00007832819,0.0007523842,0.0004075902,0.001390872,0.00003529766,0.0002636558,0.00005289397,0.007222588,0.0002422909],"study_design_scores_gemma":[0.01265549,0.003458502,0.9720625,0.0001576497,0.0003771489,0.000003366642,0.0006150338,0.00001420038,0.0001602358,0.00008260669,0.009786128,0.0006271828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900723,0.000818858,0.000003601959,0.002706551,0.00007859425,0.002941379,0.0003220476,0.0003734484,0.002683265],"genre_scores_gemma":[0.9741568,0.00002568938,0.00001378877,0.02475316,0.00008832276,0.00051987,0.00001825428,0.000128873,0.0002952588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02204661,"threshold_uncertainty_score":0.9997243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391616922964131,"score_gpt":0.3459543143712194,"score_spread":0.2920381451415781,"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."}}