{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002350906,0.0002358364,0.0003869933,0.0003045429,0.0000445831,0.00002589217,0.00006842733,0.0001145448,0.00004917429],"category_scores_gemma":[0.0000140823,0.000199026,0.000114243,0.0003016787,0.00002963693,0.0003342403,0.00000202057,0.000156362,0.0001110781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344581,"about_ca_system_score_gemma":0.0000867069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089393,"about_ca_topic_score_gemma":0.0002346783,"domain_scores_codex":[0.9983668,0.00008343935,0.0004677754,0.0003192593,0.0004646987,0.0002980557],"domain_scores_gemma":[0.9993415,0.00008799927,0.00007961467,0.0001693081,0.0000834589,0.0002380727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003160499,0.000506678,0.9822481,0.0005397904,0.0001344798,0.001196603,0.007960283,0.0008252432,0.00128918,0.0003777233,0.000009003653,0.00175243],"study_design_scores_gemma":[0.01871957,0.0003484158,0.9720457,0.0007743457,0.0004657555,0.0004486636,0.000262108,0.0003900844,0.006001841,0.0002223215,0.00004655439,0.0002746945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874253,0.0001159537,0.004799451,0.0003120466,0.0002597103,0.0005819473,0.00007103082,0.0001141749,0.006320438],"genre_scores_gemma":[0.990175,0.001105915,0.006879563,0.0002417852,0.00003154046,0.00005863597,0.0009048593,0.0000308612,0.000571822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555907,"threshold_uncertainty_score":0.8116044,"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."}}