{"id":"W4400678735","doi":"10.1097/tp.0000000000005115","title":"American Society of Transplant Surgeons Normothermic Regional Perfusion Standards: Ethical, Legal, and Operational Conformance","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perfusion; Medicine; Engineering ethics; Internal medicine; Engineering","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":[0.05349923,0.0003870457,0.0003844002,0.001427157,0.003123276,0.004454419,0.001823574,0.003331907,0.004015264],"category_scores_gemma":[0.07475731,0.0003142923,0.0005201862,0.001247389,0.00472687,0.001910501,0.003988376,0.007239498,0.0009440018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604565,"about_ca_system_score_gemma":0.0509929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131341,"about_ca_topic_score_gemma":0.01009204,"domain_scores_codex":[0.9629328,0.01374045,0.00869175,0.001050873,0.01196504,0.00161908],"domain_scores_gemma":[0.8746639,0.02673001,0.01305813,0.005945329,0.06777911,0.0118235],"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":[0.0001814188,0.0004408051,0.04170601,0.001521644,0.00007020486,0.001138598,0.009182855,0.002221246,0.005389697,0.0928882,0.5175536,0.3277057],"study_design_scores_gemma":[0.00005431345,0.0002543937,0.04715648,0.004304564,0.00005606812,0.001896367,0.009856991,0.002313099,0.001988534,0.03905992,0.8928989,0.0001603872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06288949,0.01600788,0.06447093,0.6312563,0.0213653,0.002300147,0.0007474922,0.0006329776,0.2003294],"genre_scores_gemma":[0.6303924,0.0268441,0.1675425,0.125088,0.009395998,0.003925256,0.002674262,0.0003953971,0.03374216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05349923,"threshold_uncertainty_score":0.2829344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529267736312982,"score_gpt":0.2987853898305179,"score_spread":0.2834927124673881,"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."}}