{"id":"W3000336436","doi":"10.1097/tp.0000000000003106","title":"Novel Organ Perfusion and Preservation Strategies in Transplantation – Where Are We Going in the United Kingdom?","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Machine perfusion; Perfusion; Medicine; Transplantation; Intensive care medicine; Organ transplantation; Kidney; Clinical trial; Surgery; Cardiology; Internal medicine; 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":[0.004382274,0.0006740222,0.003251224,0.00221829,0.0004677447,0.003533114,0.000866193,0.002234889,0.006031844],"category_scores_gemma":[0.008779882,0.0004500583,0.00185404,0.003663345,0.0009011543,0.003773597,0.001241394,0.001807072,0.0006695699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226217,"about_ca_system_score_gemma":0.00741459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009393308,"about_ca_topic_score_gemma":0.02196813,"domain_scores_codex":[0.9979771,0.0007330732,0.0005665642,0.0001818392,0.0003981015,0.0001434698],"domain_scores_gemma":[0.9926442,0.004085391,0.00161911,0.00009468976,0.001361817,0.0001948112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004966061,0.00004714676,0.000694685,0.2885138,0.0007984917,0.0002614861,0.0003595489,0.0003484498,0.0005744167,0.004858678,0.02057587,0.6824709],"study_design_scores_gemma":[0.0001853877,0.0004662994,0.006733247,0.4215792,0.0034502,0.001423185,0.001392082,0.0001940051,0.0003662422,0.003342337,0.5607852,0.00008266947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000622224,0.9989257,0.00001353964,0.0007399558,0.0001097668,0.000001917806,0.000008813498,6.569525e-7,0.0001373904],"genre_scores_gemma":[0.001120075,0.9982384,0.0000730271,0.0004268262,0.00007253153,0.00000454846,0.00001081638,5.628611e-7,0.00005313098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009393308,"threshold_uncertainty_score":0.023408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09265993511735104,"score_gpt":0.3559281187515068,"score_spread":0.2632681836341558,"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."}}