{"id":"W4280495489","doi":"10.1111/ctr.14702","title":"Does prolonged cold ischemia affect outcomes in donation after cardiac death donor kidney transplant?","year":2022,"lang":"en","type":"letter","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Donation; Kidney transplant; Cold ischemia; Gerontology; Classics; History; Transplantation; Surgery; Ischemia; Kidney transplantation; Cardiology; Law; Reperfusion injury","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007806874,0.0007986187,0.001847607,0.000475965,0.0001358929,0.00005748737,0.0002476681,0.001299416,0.0008845435],"category_scores_gemma":[0.00007205127,0.0005298082,0.001224682,0.0003338487,0.0001199892,0.0002306877,0.00001324442,0.002972367,0.00008374533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600696,"about_ca_system_score_gemma":0.0003424443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277972,"about_ca_topic_score_gemma":0.00005314535,"domain_scores_codex":[0.9946642,0.0005753043,0.001755715,0.001244669,0.001081189,0.0006789182],"domain_scores_gemma":[0.9971949,0.001447585,0.0003886366,0.000576687,0.00009323454,0.0002989655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004292944,0.0005844999,0.97246,0.004431785,0.001346487,0.007397029,0.0004767102,0.000005071643,0.0001125646,0.00003443776,0.008497042,0.0003614348],"study_design_scores_gemma":[0.021257,0.001773144,0.8347619,0.003513684,0.007670883,0.0001515286,0.00002841153,0.00003920567,0.001465949,0.0002223621,0.1274317,0.001684251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5356775,0.0006242131,0.0006580116,0.4121364,0.0102533,0.01254639,0.0222162,0.0007859323,0.005102057],"genre_scores_gemma":[0.5020659,0.01121974,0.001952571,0.4131477,0.002724509,0.003744313,0.05376709,0.0003939016,0.01098426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376981,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497815727624461,"score_gpt":0.34589398554054,"score_spread":0.3109158282642954,"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."}}