{"id":"W157749632","doi":"10.1007/978-1-4939-0342-9_13","title":"Delayed Graft Function and Kidney Transplantation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dialysis; Transplantation; Intensive care medicine; Kidney transplantation; Pulsatile flow; Ischemia; Kidney; Perfusion; Surgery; Urology; Cardiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167284,0.0005176461,0.0003984939,0.0006821748,0.0004800047,0.001272021,0.0004775888,0.001151823,0.01924347],"category_scores_gemma":[0.001010335,0.0001677939,0.0002636902,0.0006191809,0.001024738,0.001570506,0.0009639303,0.002700359,0.004013378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598649,"about_ca_system_score_gemma":0.001680043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610145,"about_ca_topic_score_gemma":0.00798996,"domain_scores_codex":[0.9998568,0.0000476271,0.000006524822,0.00001421289,0.00005966603,0.00001502351],"domain_scores_gemma":[0.9997832,0.0001390335,0.00001093225,0.000008085235,0.00003380576,0.00002491212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001485902,0.00006282098,0.0001400299,0.000246836,0.000007107916,0.0001345193,0.0003063983,0.0005231065,0.0001148438,0.1963783,0.5980939,0.2039772],"study_design_scores_gemma":[0.000003257596,0.000008895046,0.000266286,0.000419507,0.000003504155,0.0002834905,0.0001070581,0.00009847474,0.00004365745,0.06335145,0.9354084,0.00000601675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00128502,0.2865514,0.005987095,0.04204192,0.01991521,0.00004409322,0.0002536282,0.0000969037,0.6438248],"genre_scores_gemma":[0.01230866,0.1972722,0.004541078,0.02168275,0.01176131,0.0001037284,0.0002641238,0.0001247952,0.7519413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01924347,"threshold_uncertainty_score":0.06437588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614348359300078,"score_gpt":0.249188239254448,"score_spread":0.2330447556614473,"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."}}