{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020429,0.000123786,0.000211556,0.0003316162,0.00001905371,0.0000302031,0.00009378002,0.00005888422,0.000780435],"category_scores_gemma":[0.000008454673,0.0001151541,0.00008580595,0.000300381,0.00002463397,0.0002244272,0.00002490319,0.0001319927,0.0001335336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000772269,"about_ca_system_score_gemma":0.00006087222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170147,"about_ca_topic_score_gemma":0.00003389212,"domain_scores_codex":[0.9989107,0.00003286378,0.0002072573,0.0003391645,0.0003615828,0.0001484465],"domain_scores_gemma":[0.9995367,0.00007559967,0.00006240234,0.0001115602,0.0001204743,0.00009326108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003378493,0.0001145477,0.9908771,0.00007933588,0.002672086,0.0002501764,0.0004454183,0.00002750917,0.00418704,0.0007857147,0.00008503325,0.0001381953],"study_design_scores_gemma":[0.0008690169,0.00006865132,0.9747112,0.00008005821,0.002524446,0.00001458913,0.0000399233,0.02001114,0.001438602,0.00001759679,0.0000933757,0.0001314372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974217,0.0002179151,0.0002265684,0.0002393558,0.0001101906,0.0006415903,0.0001391434,0.00002991146,0.0009736154],"genre_scores_gemma":[0.9978408,0.000400603,0.0001966114,0.0002229638,0.00006023011,0.00005255144,0.0003126017,0.00001054152,0.0009030598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998363,"threshold_uncertainty_score":0.8545216,"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."}}