{"id":"W2206989988","doi":"10.2215/cjn.06950615","title":"Validating Early Post–Transplant Outcomes Reported for Recipients of Deceased Donor Kidney Transplants","year":2015,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"U.S. Public Health Service; Health Resources and Services Administration; Yale New Haven Hospital; National Institute of Diabetes and Digestive and Kidney Diseases; University of Pennsylvania","keywords":"Medicine; Interquartile range; Dialysis; Concordance; Creatinine; Transplantation; Kidney transplantation; Confidence interval; Internal medicine; Surgery","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":[0.02462089,0.0006709478,0.0006010549,0.003533486,0.0005109741,0.001997523,0.00162877,0.0008245879,0.001271153],"category_scores_gemma":[0.06581114,0.0003091077,0.0009268509,0.002329193,0.0007491448,0.00188882,0.001895717,0.001165477,0.0004870758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009098237,"about_ca_system_score_gemma":0.001177482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910434,"about_ca_topic_score_gemma":0.003672607,"domain_scores_codex":[0.9814959,0.007498642,0.004666942,0.002505311,0.002843059,0.0009901039],"domain_scores_gemma":[0.8849187,0.03369345,0.05255031,0.009258371,0.01717656,0.002402617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000585738,0.00002968492,0.9975626,0.0000300004,0.00004929225,0.000007445403,0.00005286824,0.00009815564,0.0000450249,0.00002863428,0.0001526638,0.00188493],"study_design_scores_gemma":[0.00001416856,0.0001679877,0.9965384,0.00009615142,0.00005036809,0.0001191927,0.0002583162,0.001090726,0.0007592069,0.0001149261,0.0007752611,0.00001533729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988536,0.000729171,0.003071927,0.000196454,0.00009547432,0.0001428928,0.005576858,0.00004175919,0.001609319],"genre_scores_gemma":[0.9930755,0.0001249619,0.002101006,0.0001208151,0.00005532311,0.000126048,0.004248651,0.00001093371,0.0001368758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462089,"threshold_uncertainty_score":0.1302093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122402488287376,"score_gpt":0.4086022194752785,"score_spread":0.2963619706465409,"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."}}