{"id":"W2901659412","doi":"10.12968/hmed.2018.79.11.658","title":"End-stage liver disease: critical care escalation or palliative care","year":2018,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Hepatorenal syndrome; Intensive care medicine; Liver transplantation; Liver disease; Renal replacement therapy; Palliative care; Cirrhosis; Stage (stratigraphy); Disease; Intensive care; Ascites; Hepatic encephalopathy; Spontaneous bacterial peritonitis; Sepsis; Life expectancy; Transplantation; Internal medicine; Nursing","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":[0.000105242,0.0001546619,0.0003609811,0.0001157645,0.0001348922,0.00002705781,0.00009979284,0.00007190504,0.001633739],"category_scores_gemma":[0.0003438629,0.0001262739,0.0001280731,0.0001665273,0.000427065,0.0002936265,0.00001502167,0.0002675529,0.00002434475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181846,"about_ca_system_score_gemma":0.0002691397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101595,"about_ca_topic_score_gemma":0.00006326936,"domain_scores_codex":[0.9983133,0.00006003195,0.0004634171,0.0002015399,0.0007292722,0.0002324607],"domain_scores_gemma":[0.9974486,0.0001300237,0.0001581846,0.0001206405,0.001582606,0.0005599909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01208784,0.001578137,0.5869905,0.008803945,0.001584678,0.1205382,0.07738364,0.000005979092,0.0005913902,0.001441059,0.01054315,0.1784515],"study_design_scores_gemma":[0.005033286,0.00734198,0.9679893,0.005295868,0.002119786,0.0004676501,0.009808641,0.00003194135,0.0004008792,0.00007754015,0.001223858,0.0002092565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612471,0.03241412,0.00114575,0.001857677,0.001349331,0.0004151289,0.0002183235,0.00003788154,0.001314651],"genre_scores_gemma":[0.9945288,0.001758685,0.000404682,0.0003971051,0.002586083,0.000004684096,0.0001451205,0.00002560872,0.0001492261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809988,"threshold_uncertainty_score":0.9992789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067290375402732,"score_gpt":0.3166274811292484,"score_spread":0.2959545773752211,"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."}}