{"id":"W1977481577","doi":"10.1097/tp.0b013e3181fcc943","title":"Simultaneous Liver Kidney Transplantation: A Medical Decision Analysis","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dialysis; Medicine; Kidney; Liver disease; Liver transplantation; Kidney transplantation; Intensive care medicine; Kidney disease; Renal function; Hepatorenal syndrome; Transplantation; Hemodialysis; Renal replacement therapy; Surgery; Internal medicine; Cirrhosis","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":[0.0002591418,0.0002373246,0.0003458094,0.0004411262,0.0001433848,0.00003774897,0.0001358041,0.0002889615,0.003172533],"category_scores_gemma":[0.00004246019,0.0002114573,0.0002938991,0.0007692519,0.00008816019,0.0002487244,0.000002888992,0.0004100077,0.0002434463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070581,"about_ca_system_score_gemma":0.0002668267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628102,"about_ca_topic_score_gemma":0.0007891784,"domain_scores_codex":[0.9977668,0.00005239073,0.000447017,0.0004419046,0.001004824,0.0002870896],"domain_scores_gemma":[0.9983564,0.0004346726,0.00007358263,0.000281047,0.0001592526,0.0006950225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05575586,0.004627681,0.4690605,0.01087421,0.02047674,0.07245532,0.04136639,0.003065715,0.1545997,0.01227038,0.0009608549,0.1544866],"study_design_scores_gemma":[0.02556884,0.0007040728,0.7725263,0.0008685428,0.07218204,0.005624262,0.0001700927,0.07342256,0.04550075,0.0006496782,0.001321038,0.001461802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011616,0.00005734653,0.09503151,0.0004491274,0.0003114796,0.0004109628,0.0002557826,0.0002088421,0.002113348],"genre_scores_gemma":[0.9901165,0.002167674,0.003398431,0.001046914,0.000208927,0.00002747489,0.002895525,0.00002728197,0.0001112386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034658,"threshold_uncertainty_score":0.9977387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006789489988993891,"score_gpt":0.267986858850898,"score_spread":0.2611973688619041,"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."}}