{"id":"W2945283311","doi":"10.1016/j.ekir.2019.05.009","title":"Accuracy of Kidney Failure Risk Equation in Transplant Recipients","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital","funders":"","keywords":"Medicine; Kidney transplant; Kidney transplantation; Intensive care medicine; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01197632,0.0007778268,0.001972175,0.003142707,0.0003426732,0.002170817,0.0009383654,0.0008692071,0.004786766],"category_scores_gemma":[0.06572915,0.0003776401,0.004087348,0.002334575,0.0002224579,0.001138847,0.001279342,0.00152794,0.001273424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007612046,"about_ca_system_score_gemma":0.001730315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444603,"about_ca_topic_score_gemma":0.008216976,"domain_scores_codex":[0.9922763,0.003669878,0.001284379,0.001133815,0.001404937,0.0002307963],"domain_scores_gemma":[0.9808633,0.01322435,0.002060992,0.001054824,0.002563796,0.000232737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007893926,0.0001720788,0.8606762,0.002068145,0.004671856,0.000183293,0.0002156819,0.005598366,0.0001231951,0.00103687,0.01314401,0.1113209],"study_design_scores_gemma":[0.0005563474,0.0006829967,0.7827252,0.007095326,0.01176223,0.00135363,0.000918775,0.1513288,0.001096886,0.01004375,0.03221665,0.0002193175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6637601,0.1595053,0.06452218,0.01491812,0.002814791,0.0009143828,0.06869579,0.001707632,0.02316171],"genre_scores_gemma":[0.9613634,0.01082816,0.01217829,0.001023007,0.0003984084,0.000295213,0.0124897,0.00008426298,0.001339667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444603,"threshold_uncertainty_score":0.06333756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152698438720803,"score_gpt":0.2920064496087126,"score_spread":0.2767366057366323,"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."}}