{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005985356,0.0004282703,0.0006617522,0.001324223,0.00008379004,0.00006749011,0.0001114389,0.0002835354,0.00006515767],"category_scores_gemma":[0.00004388858,0.0003660138,0.0001229107,0.001320466,0.00005481898,0.0007473882,0.000004100312,0.000344229,0.00004496739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401967,"about_ca_system_score_gemma":0.0001685441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089739,"about_ca_topic_score_gemma":0.003515503,"domain_scores_codex":[0.9967684,0.0002803998,0.000893409,0.0007406115,0.000816743,0.0005004319],"domain_scores_gemma":[0.9989151,0.0003538445,0.0001742564,0.0002728509,0.0001379356,0.0001460629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03029049,0.0002119046,0.9569378,0.0004782203,0.0001548247,0.001092489,0.007936364,0.0005286315,0.0004144578,0.0001183407,0.000190863,0.001645658],"study_design_scores_gemma":[0.01361859,0.0002122451,0.9790097,0.0006832939,0.0003987904,0.00002912147,0.0006493647,0.002608067,0.001705501,0.0004444432,0.0002040664,0.0004368559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746889,0.0001495051,0.01872952,0.001999526,0.0005733548,0.001490689,0.001396487,0.0002826842,0.0006893344],"genre_scores_gemma":[0.9770055,0.001723937,0.007192159,0.0004289704,0.00008072924,0.0004128547,0.01250803,0.00007048772,0.0005773014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220719,"threshold_uncertainty_score":0.9998792,"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."}}