{"id":"W2970376886","doi":"10.2196/14622","title":"Hypothermic Oxygenated Machine Perfusion of Extended Criteria Kidney Allografts from Brain Dead Donors: Protocol for a Prospective Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RWTH Aachen University","keywords":"Medicine; Machine perfusion; Transplantation; Dialysis; Kidney transplantation; Kidney; Surgery; Intensive care unit; Intensive care medicine; Liver transplantation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0171173,0.003463609,0.0047233,0.001406994,0.002716176,0.001344557,0.003196364,0.003101283,0.01726996],"category_scores_gemma":[0.005688852,0.001223666,0.002351538,0.001470337,0.0029138,0.001238492,0.001570015,0.00341233,0.005073305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886284,"about_ca_system_score_gemma":0.01079547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007895891,"about_ca_topic_score_gemma":0.001345775,"domain_scores_codex":[0.9927044,0.00372826,0.0008817312,0.000805606,0.0009405074,0.000939416],"domain_scores_gemma":[0.9934848,0.0007201863,0.001159478,0.001662545,0.001525695,0.001447402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6475746,0.1930164,0.009744041,0.007217932,0.0006538109,0.001369136,0.001076749,0.004118305,0.09203341,0.002580951,0.005853755,0.03476101],"study_design_scores_gemma":[0.1660057,0.7407829,0.02131021,0.001081107,0.0008525834,0.0007558437,0.0005263332,0.001277034,0.02134674,0.001090371,0.0447254,0.0002458226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0721364,0.0005335152,0.005897975,0.0001125891,0.0002370767,0.9180212,0.001264826,0.00007206811,0.001724396],"genre_scores_gemma":[0.02945126,0.0004196029,0.006997508,0.000197582,0.0001245572,0.9609278,0.001052407,0.00001360719,0.00081561],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01726996,"threshold_uncertainty_score":0.09052604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777308336399483,"score_gpt":0.5337585713467753,"score_spread":0.3560277377068271,"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."}}