{"id":"W51601198","doi":"10.11575/prism/18230","title":"Does the MELD score predict mortality before and after liver transplantation in Alberta?","year":2005,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liver transplantation; Medicine; Transplantation; Internal medicine; Demography; Intensive care medicine; Sociology","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":[0.00008221505,0.0001796894,0.0002843262,0.0001567079,0.00007176913,0.000007605755,0.00009679199,0.0002408091,0.0002047027],"category_scores_gemma":[0.00000340867,0.0001287293,0.0001206962,0.00009491407,0.00009276967,0.0002102808,0.000007943731,0.0002666891,0.000006951891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003752712,"about_ca_system_score_gemma":0.000107359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007469076,"about_ca_topic_score_gemma":0.04606422,"domain_scores_codex":[0.9990684,0.00004926661,0.0001620331,0.000281689,0.0002925554,0.0001460398],"domain_scores_gemma":[0.999503,0.000055567,0.000114925,0.0001819004,0.00005421148,0.00009046217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008949583,0.0004259194,0.8095919,0.008503927,0.00128634,0.001922456,0.09286647,7.596703e-7,0.000116212,0.0005245262,0.0000843866,0.07572755],"study_design_scores_gemma":[0.001472341,0.00007614258,0.9935339,0.0006237682,0.002590323,0.000009705374,0.000466669,0.0007091072,0.0001534495,0.0001613116,0.00007016084,0.0001330889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947258,0.0002569197,0.0002091491,0.0002229849,0.00009381929,0.0006078282,0.00001290604,0.00001744221,0.003853108],"genre_scores_gemma":[0.9906199,0.003828121,0.0003141762,0.00005589253,0.00003228409,0.000003346008,0.0012414,0.00001601494,0.00388884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839421,"threshold_uncertainty_score":0.9991403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005869168297793671,"score_gpt":0.2051208248496754,"score_spread":0.1992516565518818,"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."}}