{"id":"W2333116818","doi":"10.1097/tp.0000000000000219","title":"Pretransplantation Recipient Regulatory T cell Suppressive Function Predicts Delayed and Slow Graft Function after Kidney Transplantation","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Renal function; Kidney transplantation; Transplantation; Receiver operating characteristic; Internal medicine; Urology; Kidney; Acute kidney injury; Odds ratio; Gastroenterology","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":[0.0002874472,0.0004744157,0.0004369692,0.0003656169,0.0002336371,0.00007064821,0.00006783181,0.000315883,0.0001824645],"category_scores_gemma":[0.00001025508,0.0004329334,0.0001810816,0.0002865081,0.00009812404,0.0006526854,0.000003546416,0.0002840274,0.00006679229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008229481,"about_ca_system_score_gemma":0.00008319479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007167351,"about_ca_topic_score_gemma":0.00005147997,"domain_scores_codex":[0.9972496,0.0002066443,0.0006842477,0.0007325411,0.0006953193,0.0004316693],"domain_scores_gemma":[0.9986961,0.0001568143,0.0002187748,0.000304536,0.0001748476,0.0004489375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1751991,0.002581394,0.5070275,0.0313888,0.002668911,0.001057009,0.02464004,0.00202657,0.2133803,0.004926028,0.0008808946,0.03422341],"study_design_scores_gemma":[0.01689372,0.002295181,0.9422898,0.001282001,0.005124778,0.0005500156,0.0001007887,0.001885199,0.02800378,0.0005214176,0.0004571331,0.0005962042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909453,0.0002247915,0.103328,0.0002235968,0.0006626123,0.001220671,0.0004406825,0.0002803301,0.002674092],"genre_scores_gemma":[0.9889035,0.002223401,0.001462188,0.0008769723,0.0001827257,0.0002235172,0.005455818,0.00007221467,0.0005996646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4352623,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006519488876680932,"score_gpt":0.218556331613693,"score_spread":0.2120368427370121,"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."}}