{"id":"W2089899148","doi":"10.1002/lt.23980","title":"Debate: A bridge too far—liver transplantation for nonalcoholic steatohepatitis will overwhelm the organ supply","year":2014,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liver transplantation; Context (archaeology); Transplantation; Overweight; Body mass index; Organ donation; Liver disease; Organ transplantation; Nonalcoholic steatohepatitis; Obesity; Intensive care medicine; Disease; Pediatrics; Nonalcoholic fatty liver disease; Gerontology; Surgery; Internal medicine; Fatty liver","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542478,0.0002783154,0.000288505,0.00009583098,0.0002470035,0.00005889967,0.0001179222,0.0001103417,0.000200759],"category_scores_gemma":[0.00001157482,0.0002057559,0.0002255717,0.0001513618,0.00007057586,0.0003401454,0.000004688783,0.000110148,0.00008960917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008550636,"about_ca_system_score_gemma":0.00007795412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101708,"about_ca_topic_score_gemma":0.000594168,"domain_scores_codex":[0.9984525,0.000106326,0.0003159564,0.0004118422,0.000382234,0.0003311812],"domain_scores_gemma":[0.9989787,0.0003551676,0.00009786509,0.0002629518,0.0001433263,0.0001619996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01254099,0.005121988,0.6168051,0.0142544,0.00363518,0.003418767,0.05328541,0.0003575449,0.008600092,0.06014897,0.0116556,0.2101759],"study_design_scores_gemma":[0.006407298,0.0006046346,0.9743224,0.000219698,0.003037966,0.000390323,0.00004321302,0.001937377,0.008987575,0.0002201821,0.003536532,0.0002928269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741344,0.000596721,0.01907127,0.00144518,0.00022112,0.00200989,0.001310034,0.0001245712,0.001086831],"genre_scores_gemma":[0.982284,0.01115037,0.000735698,0.002057964,0.0002147151,0.0003618725,0.002926604,0.00004652265,0.0002222392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575172,"threshold_uncertainty_score":0.8390484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396997987790903,"score_gpt":0.2478171305579129,"score_spread":0.2338471506800039,"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."}}