{"id":"W3214150197","doi":"10.1016/j.xjtc.2021.11.005","title":"Surgical and logistical concerns for ex vivo–based perfusion strategies for “donation after circulatory death” multiorgan recovery","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Organ donation; Medicine; Circulatory system; Machine perfusion; Ex vivo; Perfusion; Transplantation; Intensive care medicine; Cardiology; Surgery; Liver transplantation; In vivo; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01665989,0.0007466432,0.001000154,0.0008715691,0.003118637,0.004604978,0.003664767,0.02257747,0.01071599],"category_scores_gemma":[0.06163271,0.0004817592,0.001990056,0.0007122706,0.00714164,0.00586063,0.003196744,0.03164171,0.004637477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005812887,"about_ca_system_score_gemma":0.009175729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006617474,"about_ca_topic_score_gemma":0.01455563,"domain_scores_codex":[0.9881641,0.004715624,0.001275791,0.001073532,0.003852491,0.000918573],"domain_scores_gemma":[0.9242952,0.0486015,0.003289116,0.002295309,0.01916374,0.002355158],"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":[0.0001074044,0.00002471432,0.0002141721,0.001095557,0.00003887411,0.0006675977,0.0004540755,0.0001802944,0.0004939921,0.01458981,0.940383,0.04175052],"study_design_scores_gemma":[0.00006853738,0.0000960582,0.0004177173,0.002046039,0.00004578021,0.0009206275,0.0005572126,0.0001882625,0.0008074602,0.01005983,0.9847046,0.00008790727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005681794,0.02087695,0.0009476283,0.9396996,0.03322393,0.00003619884,0.00008680535,0.00007569782,0.004484922],"genre_scores_gemma":[0.01071095,0.02612057,0.001703425,0.9026284,0.05153985,0.0002015455,0.00008651515,0.000105778,0.006903078],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02257747,"threshold_uncertainty_score":0.08810693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336476706173348,"score_gpt":0.341104125525193,"score_spread":0.3177393584634595,"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."}}