{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002266155,0.0001917489,0.0002555518,0.0002023251,0.00003773793,0.00004811455,0.0001516685,0.0001245984,0.01254621],"category_scores_gemma":[0.0002635751,0.0001617681,0.0001707699,0.0001152405,0.00003189233,0.0002114842,0.00005045385,0.0001767484,0.0002158535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148669,"about_ca_system_score_gemma":0.0002786389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206521,"about_ca_topic_score_gemma":0.000003292065,"domain_scores_codex":[0.9982644,0.00001986266,0.0005268296,0.0003964712,0.0005814584,0.000210966],"domain_scores_gemma":[0.9987573,0.00003323584,0.0002364494,0.0003896834,0.0002613588,0.0003219429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004061534,0.0003292915,0.6649137,0.0003390943,0.0002452582,0.0015799,0.0003290423,0.00001882766,0.2598708,0.0007699141,0.07043341,0.0007645905],"study_design_scores_gemma":[0.002621191,0.0004071842,0.3099266,0.0006726609,0.0001758835,0.004401225,0.00007962949,0.00130929,0.384881,0.000551557,0.2943663,0.000607429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986296,0.00004427605,0.0003906178,0.006148055,0.001106349,0.00064561,0.00005156786,0.0003287309,0.09265521],"genre_scores_gemma":[0.9394649,0.0002839485,0.002985325,0.003173911,0.0001731482,0.00001665744,0.0003819033,0.00004654553,0.05347369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549871,"threshold_uncertainty_score":0.9883565,"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."}}