{"id":"W2607827413","doi":"10.1111/liv.13365","title":"Liver transplant in acute‐on‐chronic liver failure: Evaluating the impact of organ dysfunction","year":2017,"lang":"en","type":"letter","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Liver failure; Liver transplantation; Intensive care medicine; Organ dysfunction; Gastroenterology; Internal medicine; Transplantation; Sepsis","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":[0.001222169,0.0003348859,0.0007112927,0.000475791,0.0008324455,0.00163545,0.0004543915,0.006089897,0.001807951],"category_scores_gemma":[0.007621343,0.0001689884,0.0004537154,0.0006159983,0.0009360309,0.00128847,0.0005274694,0.00502875,0.0007340687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469446,"about_ca_system_score_gemma":0.001480684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199055,"about_ca_topic_score_gemma":0.004815444,"domain_scores_codex":[0.9990212,0.0005249508,0.0001085998,0.00005050582,0.0001487412,0.0001460584],"domain_scores_gemma":[0.997357,0.001286056,0.0002456142,0.00006595786,0.0004317999,0.0006135617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001787362,0.0008893418,0.3852331,0.000333731,0.0001861305,0.1139514,0.0009119626,0.0006515555,0.001668964,0.003595185,0.3912422,0.09954908],"study_design_scores_gemma":[0.001726746,0.003856963,0.3766388,0.003405261,0.0006328619,0.2606487,0.01050838,0.007835826,0.002940926,0.03149774,0.2999996,0.0003081668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09867802,0.01008005,0.0003226808,0.8642606,0.008688689,0.00006619219,0.0001592531,0.00003157114,0.01771294],"genre_scores_gemma":[0.5073665,0.0133948,0.001311827,0.4206432,0.05182837,0.0001148945,0.0001836934,0.00004191543,0.005114752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006089897,"threshold_uncertainty_score":0.01066166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460330682946798,"score_gpt":0.3309553039432617,"score_spread":0.2963519971137937,"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."}}