{"id":"W4214854497","doi":"10.1097/tp.0000000000004098","title":"Normothermic Ex Vivo Kidney Perfusion for Human Kidney Transplantation: First North American Results","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Hospital for Sick Children; University Health Network","funders":"","keywords":"Human kidney; Ex vivo; Kidney; Perfusion; Kidney transplantation; Kidney disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002670156,0.0003146149,0.0004130114,0.0003117278,0.0007950666,0.00003098135,0.0001943921,0.00005840818,0.0005315251],"category_scores_gemma":[0.00001864205,0.0003194611,0.0002294774,0.0005068468,0.00009660838,0.0001575371,0.00000728198,0.0002818366,0.00001719506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150072,"about_ca_system_score_gemma":0.0001807636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004022341,"about_ca_topic_score_gemma":0.0005265517,"domain_scores_codex":[0.9977711,0.00008189803,0.0006672149,0.0005456451,0.0005376513,0.0003965345],"domain_scores_gemma":[0.9988523,0.0001248775,0.0002450656,0.0003121285,0.00009626222,0.000369438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09905246,0.00454177,0.4514855,0.03763443,0.001071195,0.002508304,0.1078072,0.001911875,0.1781072,0.005127125,0.09032664,0.02042619],"study_design_scores_gemma":[0.05461271,0.008971862,0.6712426,0.0007426997,0.004427541,0.002478493,0.00137536,0.001855856,0.1417946,0.0003217029,0.1096053,0.002571279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554669,0.00002722239,0.02122239,0.006943565,0.0003732563,0.002615725,0.009547109,0.0007543649,0.003049492],"genre_scores_gemma":[0.9782009,0.001768006,0.002696083,0.003983941,0.0001806168,0.0003030246,0.0114423,0.00009031205,0.001334775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197571,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148940764572257,"score_gpt":0.2769962558587368,"score_spread":0.2621021794015111,"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."}}