{"id":"W2529451483","doi":"10.1097/txd.0000000000000558","title":"Conservative Pancreas Graft Preservation at the Extreme","year":2015,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nature Conservancy of Canada; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgery; Pancreas; Thrombosis; Pancreas transplantation; Percutaneous; Pancreatectomy; Transplantation; Kidney transplantation; Internal medicine; Resection","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":[0.0003236425,0.0001537871,0.0002102949,0.00006827515,0.000112503,0.00002160877,0.00008422952,0.00007351781,0.0002845505],"category_scores_gemma":[0.00004491557,0.000103222,0.00008452193,0.0002370472,0.00008728113,0.0002011274,0.000005919115,0.0001131492,0.000119358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008159289,"about_ca_system_score_gemma":0.00009446405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002745046,"about_ca_topic_score_gemma":0.000311395,"domain_scores_codex":[0.9988583,0.0001052385,0.0002713882,0.000214129,0.0003722764,0.0001786149],"domain_scores_gemma":[0.9991872,0.0001924495,0.0000836135,0.0002291797,0.0001730781,0.0001344456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006128477,0.0003254185,0.9077855,0.001268953,0.0004070267,0.0003646033,0.01878621,0.00009779476,0.01371553,0.003831722,0.04424752,0.003041278],"study_design_scores_gemma":[0.005590504,0.0003946506,0.7607016,0.0002258375,0.0008887028,0.0004668302,0.000410086,0.0003340269,0.1963733,0.0006037282,0.03360013,0.0004106097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367328,0.0004971356,0.005055232,0.006993489,0.0002220395,0.001130219,0.0001628087,0.0005997239,0.04860656],"genre_scores_gemma":[0.9839711,0.0009634049,0.001200165,0.001861464,0.0000841946,0.00007214183,0.0005580091,0.00003002239,0.01125947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1826578,"threshold_uncertainty_score":0.4209269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036182638359116,"score_gpt":0.303457769164742,"score_spread":0.2230959427811508,"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."}}