{"id":"W4391144447","doi":"10.1097/tp.0000000000004894","title":"The American Society of Transplant Surgeons Consensus Statement on Normothermic Regional Perfusion","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Donation; Medicine; Organ procurement; Consensus conference; Transplantation; Statement (logic); Process (computing); Organ donation; Function (biology); Intensive care medicine; Surgery; Political science; Internal medicine; Law; Computer science","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":[0.0002545823,0.0001470275,0.0002024189,0.00007471017,0.0001190874,0.00001961289,0.000057229,0.0000401804,0.00004655035],"category_scores_gemma":[0.000001369603,0.00009525804,0.0002097438,0.0002092662,0.0001827778,0.00002742298,0.000001222478,0.0001612015,0.00001707137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004941565,"about_ca_system_score_gemma":0.0001051071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547171,"about_ca_topic_score_gemma":0.00006070672,"domain_scores_codex":[0.9988478,0.00004679244,0.000369895,0.000204272,0.0003482534,0.0001830089],"domain_scores_gemma":[0.9992866,0.0003845333,0.0000780533,0.0001443606,0.00004709435,0.00005936502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02290475,0.001157071,0.06792682,0.02044599,0.001703861,0.001112271,0.03800018,0.0003066399,0.6132779,0.03782157,0.04649256,0.1488504],"study_design_scores_gemma":[0.005011888,0.002987017,0.6163886,0.003615002,0.001956605,0.001212931,0.001765307,0.006373279,0.3244783,0.0008352891,0.03452023,0.0008556048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856707,0.0002487575,0.004137736,0.008517773,0.0001186807,0.0004245602,0.0002172797,0.0002131776,0.0004513732],"genre_scores_gemma":[0.9707143,0.02731856,0.0007428863,0.000583756,0.00003343335,0.00001697485,0.0001853838,0.00002661203,0.0003780818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5484617,"threshold_uncertainty_score":0.388451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497083528254813,"score_gpt":0.3117975214100744,"score_spread":0.2868266861275263,"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."}}