{"id":"W4385700676","doi":"10.3389/frtra.2023.1176398","title":"Pancreas transplantation with grafts obtained from donation after cardiac death or donation after brain death results in comparable outcomes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Pancreas; Organ donation; Pancreas transplantation; Economic shortage; Kidney; Transplantation; Surgery; Kidney transplantation; Retrospective cohort study; Donation; Survival rate; Urology; Internal medicine","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":[0.001229159,0.000157445,0.0004175685,0.0004372169,0.0001739041,0.00075756,0.0001261967,0.0001875526,0.002575291],"category_scores_gemma":[0.0019658,0.00005168809,0.0004224135,0.0005012086,0.000232925,0.0003382727,0.0006423698,0.0002750774,0.0005220419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169746,"about_ca_system_score_gemma":0.0001809544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009227,"about_ca_topic_score_gemma":0.0001278944,"domain_scores_codex":[0.999559,0.0001161636,0.00008581865,0.00008303895,0.00008857289,0.000067469],"domain_scores_gemma":[0.998394,0.0004382187,0.0005398568,0.0002344719,0.000144371,0.0002491417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005165821,0.0006652072,0.8391941,0.0005118471,0.0008690719,0.0007453609,0.0001564084,0.0006609641,0.01445378,0.000621268,0.0007366551,0.1362197],"study_design_scores_gemma":[0.000232354,0.004572391,0.9746298,0.0002794456,0.0004629137,0.007604798,0.0004181319,0.0009168485,0.006473563,0.001336915,0.003049731,0.00002316757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928172,0.002474628,0.001770108,0.00008102896,0.00004019139,0.00002425168,0.0004007241,0.00002194773,0.002369884],"genre_scores_gemma":[0.9973325,0.0008994971,0.0006243566,0.00006052738,0.00003392517,0.0000166949,0.0008080939,0.00001159607,0.0002129898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575291,"threshold_uncertainty_score":0.008615136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530114420513685,"score_gpt":0.2606334083165063,"score_spread":0.2453322641113695,"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."}}