{"id":"W4385070092","doi":"10.3389/ti.2023.11374","title":"European Society for Organ Transplantation (ESOT) Consensus Statement on the Role of Pancreas Machine Perfusion to Increase the Donor Pool for Beta Cell Replacement Therapy","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Machine perfusion; Medicine; Pancreas; Perfusion; Pancreas transplantation; Transplantation; Intensive care medicine; Surgery; Internal medicine; Kidney transplantation; Liver 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":[0.05234258,0.001409754,0.002774128,0.004709403,0.00159345,0.004482849,0.005209548,0.01102006,0.005015633],"category_scores_gemma":[0.03511317,0.0006678957,0.005026234,0.003433529,0.002174319,0.002767838,0.005668247,0.007994322,0.00346535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951997,"about_ca_system_score_gemma":0.02449192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386086,"about_ca_topic_score_gemma":0.003753475,"domain_scores_codex":[0.976722,0.006768172,0.007429385,0.001072688,0.00641663,0.001591124],"domain_scores_gemma":[0.947997,0.01362763,0.006421243,0.001281506,0.02646036,0.004212287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004714651,0.0001846284,0.002058272,0.02272481,0.0005567106,0.0006902101,0.0006161402,0.001015639,0.002201633,0.01521973,0.5837654,0.3704953],"study_design_scores_gemma":[0.0001653904,0.0001666337,0.002695751,0.02883614,0.0006743202,0.0007443763,0.0005214011,0.0002848164,0.001196809,0.007159345,0.9574847,0.00007033155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004125946,0.4022023,0.01840203,0.4454272,0.07965792,0.001841204,0.003708479,0.0004173772,0.04421754],"genre_scores_gemma":[0.04535273,0.4834166,0.08561868,0.2968109,0.03258723,0.005620842,0.01308861,0.0004476051,0.03705688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05234258,"threshold_uncertainty_score":0.2768173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029554015506463,"score_gpt":0.2839139233540867,"score_spread":0.2636183831990221,"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."}}