{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004928013,0.0002275448,0.0001835606,0.0005854989,0.0006983395,0.0005483851,0.0005476737,0.0002867215,0.001860593],"category_scores_gemma":[0.001232362,0.00014236,0.0002456977,0.001066096,0.0003181148,0.0001360265,0.0002422428,0.000480945,0.0003495432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007907961,"about_ca_system_score_gemma":0.007469451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9132771,"about_ca_topic_score_gemma":0.9522913,"domain_scores_codex":[0.9998015,0.0000198807,0.000006245416,0.00002124255,0.00008226055,0.00006902705],"domain_scores_gemma":[0.9996811,0.00003599823,0.00003179269,0.000009329427,0.0001278288,0.0001138377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003898129,0.0001039215,0.976448,0.00001677517,0.00003804532,0.0001243504,0.000355716,0.0001663973,0.0002359841,0.00009443195,0.003151474,0.01887518],"study_design_scores_gemma":[0.00002176938,0.00004693705,0.9977016,0.00002099419,0.0000276125,0.00007343782,0.0004153523,0.0003885805,0.00006428087,0.00005449483,0.001179444,0.000005450312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891524,0.001953238,0.00009834371,0.001843923,0.00005646435,0.00002612164,0.001327431,0.00001040912,0.005531692],"genre_scores_gemma":[0.9933336,0.001475943,0.0001509461,0.0002155716,0.00003882415,0.00000792489,0.001151767,0.000004181671,0.0036212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08672291,"threshold_uncertainty_score":0.1744672,"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."}}