{"id":"W2945358552","doi":"10.1016/j.ekir.2019.05.013","title":"Subnormothermic Oxygenated Perfusion Optimally Preserves Donor Kidneys Ex Vivo","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Ex vivo; Perfusion; In vivo; Cardiology; Biotechnology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000199213,0.000249057,0.0002144113,0.0001136834,0.0001367128,0.0003727171,0.0001927142,0.0001730743,0.001329556],"category_scores_gemma":[0.000146068,0.00007601233,0.0001675517,0.0000852068,0.000302911,0.0002766786,0.0001712772,0.0002725891,0.0001857409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695858,"about_ca_system_score_gemma":0.0003032615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538934,"about_ca_topic_score_gemma":0.0002161173,"domain_scores_codex":[0.9998763,0.0000144431,0.00001127736,0.00003973858,0.00003560914,0.00002252285],"domain_scores_gemma":[0.9998975,0.000009931511,0.00004682859,0.00001536024,0.0000124367,0.00001801791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002212507,0.00004051422,0.0005317514,0.000059873,0.000008011506,0.00004300096,0.0000300527,0.0001732826,0.9965145,0.0001076858,0.00004355367,0.002226658],"study_design_scores_gemma":[0.00002659083,0.001077781,0.009195029,0.00002797007,0.00003818205,0.0004164987,0.00004938449,0.001023568,0.9844725,0.0001118899,0.003547725,0.00001288085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883321,0.001306255,0.008778653,0.00004738845,0.00003825633,0.00005642204,0.0001886755,0.00006081543,0.001191502],"genre_scores_gemma":[0.9933727,0.0008453073,0.004282675,0.00006897802,0.00001881231,0.0001090851,0.0004168131,0.00002339476,0.0008623051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329556,"threshold_uncertainty_score":0.004447758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006982625753931216,"score_gpt":0.2605346158724835,"score_spread":0.2535519901185523,"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."}}