{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06234116,0.0012648,0.001808546,0.004031314,0.002889295,0.004963754,0.004744362,0.01045914,0.00452895],"category_scores_gemma":[0.05115612,0.0007390114,0.003406738,0.003049222,0.003200091,0.002928621,0.004123678,0.01683553,0.003266836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004761545,"about_ca_system_score_gemma":0.03700009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009707,"about_ca_topic_score_gemma":0.01058976,"domain_scores_codex":[0.973019,0.008559374,0.005908661,0.0009610213,0.01006768,0.001484162],"domain_scores_gemma":[0.9300666,0.0125664,0.004737846,0.00138501,0.04418487,0.007059312],"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":[0.00014573,0.0002178466,0.002481507,0.002832723,0.0001088343,0.0005371743,0.000404345,0.0009786026,0.0008639383,0.01211554,0.8139813,0.1653325],"study_design_scores_gemma":[0.00009397834,0.000104873,0.002976644,0.008955914,0.0001399846,0.0009920938,0.0007613266,0.0004622804,0.0007244289,0.0086672,0.9760264,0.00009502023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003644043,0.1052138,0.02393343,0.6520773,0.1538842,0.001137855,0.001388556,0.0003714214,0.05834932],"genre_scores_gemma":[0.06845142,0.2261257,0.1516742,0.4067725,0.07225707,0.005830963,0.009494316,0.0007111822,0.05868264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06234116,"threshold_uncertainty_score":0.3296955,"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."}}