{"id":"W2978040015","doi":"10.1111/liv.14268","title":"Significant lung injury and its prognostic significance in acute liver failure: A cohort analysis","year":2019,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Lung; Cohort; Liver failure; Internal medicine; Liver injury; Cohort study; Intensive care medicine; Gastroenterology","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":[0.001225744,0.0004222202,0.0005950987,0.001084107,0.0006376256,0.0009273076,0.0005209096,0.0004539841,0.001623125],"category_scores_gemma":[0.002351625,0.0004181466,0.001067328,0.00134315,0.0003975082,0.0006714838,0.0008019827,0.0007916024,0.0002084758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487422,"about_ca_system_score_gemma":0.000519437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375868,"about_ca_topic_score_gemma":0.003236731,"domain_scores_codex":[0.99914,0.0002082321,0.0001054918,0.0002511555,0.0001249562,0.0001700642],"domain_scores_gemma":[0.9978762,0.0003152593,0.0008876498,0.0003057341,0.0001778693,0.0004373166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550377,0.00001791885,0.9991639,0.000003668026,0.0001001232,0.00006720534,0.00002255027,0.00002397188,0.00008244967,0.000009382366,0.00006300469,0.0002908782],"study_design_scores_gemma":[0.00002424985,0.0001616454,0.9983838,0.000006557404,0.00009658825,0.0004204948,0.0001749831,0.0004965009,0.0000492453,0.0000358079,0.0001423708,0.000007843651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993345,0.0001122774,0.00007926206,0.00002706474,0.000005198387,0.000008787757,0.0003257887,0.000001558993,0.0001054171],"genre_scores_gemma":[0.9994742,0.0000511796,0.00005692724,0.00001285236,0.00001105594,0.000008423879,0.0003480996,0.000001373491,0.00003583815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003375868,"threshold_uncertainty_score":0.006712437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006800701120370625,"score_gpt":0.2520129300615169,"score_spread":0.2452122289411463,"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."}}