{"id":"W4220697028","doi":"10.1681/asn.2021111517","title":"Premature Death in Kidney Transplant Recipients: The Time for Trials is Now","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University of British Columbia; University Health Network; Nova Scotia Health Authority","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Dialysis; Kidney disease; Kidney transplantation; Diabetes mellitus; Life expectancy; Transplantation; Cause of death; Kidney","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":[0.06660013,0.001357222,0.007545919,0.001889863,0.002386237,0.01283586,0.004238409,0.01116551,0.03308461],"category_scores_gemma":[0.1212133,0.0007352176,0.003716629,0.004026351,0.004425657,0.01897236,0.004649025,0.01931508,0.008016539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369466,"about_ca_system_score_gemma":0.01481708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279466,"about_ca_topic_score_gemma":0.003710925,"domain_scores_codex":[0.9638245,0.0219192,0.004740928,0.002316189,0.005831591,0.001367616],"domain_scores_gemma":[0.8166238,0.1098516,0.01136725,0.008161285,0.0372097,0.01678629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003148877,0.0003529617,0.001487713,0.01249842,0.0007314724,0.000119106,0.0003375715,0.0001902345,0.0002877495,0.02035211,0.4538753,0.5066185],"study_design_scores_gemma":[0.002267411,0.001863222,0.002763178,0.03983988,0.0009358167,0.0001951862,0.0009143178,0.0003587987,0.0001677357,0.06114594,0.8894148,0.0001336372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008525184,0.4192306,0.002113315,0.5145379,0.0567425,0.000268083,0.0009370921,0.0002656781,0.00505238],"genre_scores_gemma":[0.01982616,0.3786134,0.01070457,0.4821785,0.09654869,0.001407801,0.00250551,0.0005412122,0.007674103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06660013,"threshold_uncertainty_score":0.3522193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229078016783036,"score_gpt":0.3258894972781164,"score_spread":0.2935987171102861,"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."}}