{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003190384,0.0004609881,0.001404006,0.003211135,0.0004455044,0.001411652,0.0008390896,0.0006322408,0.002679682],"category_scores_gemma":[0.007191513,0.000335431,0.001570407,0.004514561,0.0003519534,0.000949033,0.001346052,0.0007551436,0.0005087216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458711,"about_ca_system_score_gemma":0.001306171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368836,"about_ca_topic_score_gemma":0.004304521,"domain_scores_codex":[0.9962617,0.001286309,0.0005493385,0.0007852272,0.0007209781,0.0003964712],"domain_scores_gemma":[0.9908922,0.002681742,0.003626567,0.001134228,0.0009599957,0.0007053335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001258002,0.0001381487,0.9952768,0.0002129147,0.0005821858,0.0001555093,0.00007665237,0.00009429472,0.0001875058,0.00005201478,0.0007275703,0.001238501],"study_design_scores_gemma":[0.0002237084,0.0003289106,0.9968839,0.00005008479,0.0003044326,0.0003791224,0.0002491455,0.0004482932,0.0001097214,0.00004399269,0.0009655575,0.00001292153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797569,0.0005582882,0.000236244,0.00007034588,0.0000118093,0.0001889655,0.018588,0.00001025408,0.0005792244],"genre_scores_gemma":[0.9654903,0.0002903788,0.0003511493,0.0001392138,0.00005911713,0.0003846095,0.03311086,0.00001197367,0.0001622387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004368836,"threshold_uncertainty_score":0.01687258,"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."}}