{"id":"W2807965000","doi":"10.1186/s13054-018-2079-9","title":"Immunocompromised patients with acute respiratory distress syndrome: secondary analysis of the LUNG SAFE database","year":2018,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Xiangya Hospital, Central South University; Renji Hospital; Fujian Provincial Hospital; Guangdong Provincial People's Hospital; Henan Provincial People's Hospital; European Society of Intensive Care Medicine; Guangxi Medical University; Peking University; Peking University People's Hospital; Kunming Medical University; Qilu Hospital of Shandong University; Medizinische Universität Wien; Pontificia Universidad Católica de Chile; Shanxi Medical University; Università degli Studi di Milano-Bicocca; Universiteit Gent; Bengbu Medical College; Lanzhou University; Government of Jiangsu Province; Central South University; Second Affiliated Hospital of Harbin Medical University; Chongqing University; Shandong University; Calvary Mater Newcastle; Southeast University; Shanghai Jiao Tong University; Anhui Medical University; Wannan Medical College; Guangzhou Medical University; Università degli Studi di Milano; Harbin Medical University; School of Medicine, Shanghai Jiao Tong University; Universitair Ziekenhuis Gent; Universität Wien","keywords":"Medicine; Acute respiratory distress; Intensive care medicine; Respiratory distress; Respiratory system; Lung; Emergency medicine; Pediatrics; Internal medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008645625,0.0001643363,0.0004194127,0.0001279519,0.0001462538,0.00001649716,0.0002037597,0.00008450213,0.001059945],"category_scores_gemma":[0.0001067871,0.0001013146,0.0001912757,0.0005608524,0.0004694826,0.0001035958,0.0001215684,0.0002168724,0.00001030361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005772256,"about_ca_system_score_gemma":0.0001943476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008200631,"about_ca_topic_score_gemma":0.000012983,"domain_scores_codex":[0.9986171,0.00006527308,0.0002985946,0.0003122993,0.0004431822,0.0002636054],"domain_scores_gemma":[0.9981974,0.00005337078,0.0000588023,0.0008719186,0.000630494,0.0001879646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00248916,0.000878485,0.9525713,0.001897709,0.004735339,0.000875928,0.001721654,8.774201e-7,0.02233141,0.002222431,0.004412175,0.005863511],"study_design_scores_gemma":[0.00378283,0.001644633,0.9509126,0.0003085739,0.01002952,0.00001677996,0.001035797,0.00005393797,0.02479104,0.00001722523,0.007067054,0.0003400305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956826,0.0002891304,0.000197866,0.00006841221,0.0002527054,0.0003976663,0.001071069,0.00002474312,0.002015832],"genre_scores_gemma":[0.9984596,5.790351e-7,0.0002237242,0.0007669515,0.00004341691,0.00002256994,0.0003488891,0.00002173617,0.0001124908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005523481,"threshold_uncertainty_score":0.9998532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174653771710212,"score_gpt":0.2925970186632859,"score_spread":0.2808504809461838,"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."}}