{"id":"W3035888458","doi":"10.1016/j.chest.2020.05.602","title":"Respiratory Mechanics and Outcomes in Immunocompromised Patients With ARDS","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Trinity College, University of Oxford; Novo Nordisk Fonden; Université Libre de Bruxelles; Syddansk Universitet; Centre Hospitalier Régional Universitaire de Montpellier; Astellas Pharma; Ministère des Affaires Sociales et de la Santé; Universiteit Gent; Novo Nordisk; Københavns Universitet; Sociedade Beneficente Israelita Brasileira Albert Einstein; Instituto D'Or de Pesquisa e Ensino; Radboud Universiteit; Hospital de Câncer de Barretos; St. Olavs Hospital Universitetssykehuset i Trondheim; Radboud Universitair Medisch Centrum; King’s College Hospital Charity; Univerzita Karlova v Praze; Astellas Pharma Canada; Meso Scale Diagnostics; University Hospitals; Department of Medicine, Georgetown University; Institut Gustave-Roussy; Pennsylvania State University; Helsingin Yliopisto; Universitair Ziekenhuis Gent; King's College London; Rigshospitalet; Ablynx; Universitat Autònoma de Barcelona; Gilead Sciences; Chiesi Farmaceutici; Tays; Université de Lille; University of Toronto; Alexion Pharmaceuticals; Astellas Pharma US; Philips; Odense Universitetshospital; Baxter International; Pfizer; Mayo Clinic","keywords":"ARDS; Intensive care medicine; Respiratory physiology; Medicine; Respiratory system; Lung; Internal medicine","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":[0.0003591466,0.0002413803,0.0004153839,0.0004548574,0.0004195259,0.001069403,0.0002871225,0.000634101,0.002373133],"category_scores_gemma":[0.002756281,0.0001515159,0.0004016943,0.0005324794,0.0004135445,0.0007785381,0.000785642,0.000909406,0.0003210271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369358,"about_ca_system_score_gemma":0.0002872241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002587,"about_ca_topic_score_gemma":0.001139834,"domain_scores_codex":[0.9997039,0.00006527282,0.00003952018,0.0000402895,0.00004931907,0.0001015259],"domain_scores_gemma":[0.9985813,0.0002846289,0.0006187604,0.00005547858,0.00008229738,0.0003776377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002390887,0.00009313974,0.9970562,0.0000159495,0.0000447816,0.0003679335,0.00009125345,0.00006965441,0.0001668825,0.00004267938,0.00008372713,0.001728763],"study_design_scores_gemma":[0.000008774898,0.0002935155,0.9982519,0.00001619467,0.00002771828,0.0006269627,0.0003835285,0.000133269,0.00004649204,0.00007216055,0.0001347711,0.000004728464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987941,0.0003763046,0.00002367913,0.00009751257,0.00001295234,0.000003089418,0.00008704908,0.000001511295,0.0006037977],"genre_scores_gemma":[0.9995806,0.0001293157,0.0000145255,0.00004427927,0.00002987415,0.000003045396,0.00009949117,6.616817e-7,0.00009818728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002373133,"threshold_uncertainty_score":0.007938921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367482156903904,"score_gpt":0.2515063094096491,"score_spread":0.2278314878406101,"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."}}