{"id":"W2957410599","doi":"10.1007/s40472-019-00250-5","title":"Kidney Machine Preservation: State of the Art","year":2019,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Hospital for Sick Children; University Health Network","funders":"","keywords":"Machine perfusion; Medicine; Perfusion; Cold storage; Ex vivo; Transplantation; Economic shortage; Kidney; Surgery; In vivo; Cardiology; Internal medicine; Liver transplantation; Biology","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":[0.01054359,0.0006759904,0.002091951,0.001994436,0.000637068,0.006965972,0.002458767,0.002053106,0.009423942],"category_scores_gemma":[0.01751832,0.0003343599,0.00141398,0.003744922,0.003145082,0.007567128,0.001537665,0.00320033,0.001995684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173093,"about_ca_system_score_gemma":0.005238186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652097,"about_ca_topic_score_gemma":0.00248652,"domain_scores_codex":[0.9968386,0.0008044796,0.0007578482,0.0006255633,0.000716684,0.0002569183],"domain_scores_gemma":[0.9535304,0.0337691,0.004780365,0.001283152,0.005234183,0.00140283],"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":[0.0004236158,0.0002110364,0.005162019,0.01535518,0.0002424485,0.00008195111,0.0002083106,0.0005623616,0.0005297961,0.01135738,0.01893496,0.9469309],"study_design_scores_gemma":[0.00009848273,0.001181532,0.01991151,0.06351896,0.002115181,0.002342027,0.002474562,0.001914943,0.003423437,0.03032057,0.8724889,0.0002098898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002880657,0.981924,0.001226856,0.008804091,0.000969674,0.00001565092,0.0002010393,0.00004402812,0.003933954],"genre_scores_gemma":[0.03539557,0.952805,0.002193256,0.003606235,0.004776324,0.00004532783,0.0005481826,0.00003886546,0.0005912366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01054359,"threshold_uncertainty_score":0.05576044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153522268393468,"score_gpt":0.271390485347086,"score_spread":0.2598552626631513,"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."}}