{"id":"W1984409140","doi":"10.1002/lt.20138","title":"A comparison of disease severity and survival rates after liver transplantation in the United Kingdom, Canada, and the United States","year":2004,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Chronic liver disease; Internal medicine; Transplantation; Model for End-Stage Liver Disease; Creatinine; Disease; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483875,0.0001890689,0.000255364,0.0001778501,0.0001099283,0.00003084687,0.00007193645,0.00005531995,0.00001293821],"category_scores_gemma":[0.000005033912,0.0001232819,0.000043646,0.0003893964,0.0002252963,0.0001711986,0.000003405036,0.0001843442,8.389529e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817803,"about_ca_system_score_gemma":0.0001477442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4411456,"about_ca_topic_score_gemma":0.2703435,"domain_scores_codex":[0.998585,0.0002830803,0.0003366695,0.0002256423,0.0003858149,0.0001837275],"domain_scores_gemma":[0.9991753,0.0004126788,0.00008860703,0.0001316047,0.00008689373,0.0001048906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04080152,0.0005541123,0.8252088,0.007600315,0.0004266137,0.002234699,0.1141569,0.003283118,0.0002219601,0.005250648,0.00001491775,0.0002463811],"study_design_scores_gemma":[0.008022655,0.0000815591,0.9837843,0.0003824252,0.001896639,0.00006654277,0.001177643,0.003395,0.0007654579,0.0002557087,0.00001862362,0.0001534337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965201,0.0004207336,0.001139601,0.0007666579,0.00004503216,0.000678094,0.0003865326,0.00001721146,0.00002603945],"genre_scores_gemma":[0.9907911,0.006071752,0.00005869834,0.0006318534,0.00002325593,0.00004601263,0.002360613,0.00001281469,0.000003846447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708021,"threshold_uncertainty_score":0.7429708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076987299860368,"score_gpt":0.2715095591799707,"score_spread":0.250739686181367,"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."}}