{"id":"W2319564228","doi":"10.1097/tp.0000000000000495","title":"Optimizing Pancreas Transplantation Outcomes in Obese Recipients","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Pancreas transplantation; Medicine; Transplantation; Pancreas; Intensive care medicine; Internal medicine; Kidney transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000708986,0.0001986644,0.0001828569,0.0007929183,0.0003416796,0.000864427,0.0001354349,0.000197344,0.001491894],"category_scores_gemma":[0.001418288,0.00005304897,0.000272083,0.000664257,0.0001506037,0.0004791259,0.0007626587,0.0003957123,0.0002141132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606828,"about_ca_system_score_gemma":0.0003901123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004320852,"about_ca_topic_score_gemma":0.0008677706,"domain_scores_codex":[0.9997533,0.00006539742,0.00003525582,0.00001912237,0.00004548267,0.00008141208],"domain_scores_gemma":[0.9990333,0.0001015106,0.0004601082,0.0000176354,0.00007099003,0.0003164446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000255758,0.0001399823,0.9764118,0.00006441426,0.0000364009,0.0003357657,0.0001059095,0.0001820531,0.000808682,0.00009754083,0.0004969648,0.02106462],"study_design_scores_gemma":[0.00003024486,0.0008768705,0.9916447,0.0001102886,0.00007864868,0.002242411,0.001171852,0.0005838627,0.0009376144,0.0003872583,0.001923737,0.00001256387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957709,0.001596875,0.0002906378,0.000443907,0.00003256279,0.0000128762,0.0001357834,0.000008203841,0.0017083],"genre_scores_gemma":[0.9982133,0.0009080252,0.0002459613,0.0001091171,0.00008367901,0.00001059084,0.0002483172,0.000003568485,0.0001774146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001491894,"threshold_uncertainty_score":0.004990935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794507282183622,"score_gpt":0.321701479084534,"score_spread":0.2737564062626978,"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."}}