{"id":"W4399509548","doi":"10.1111/petr.14805","title":"Should We Switch to the <scp>U</scp>25 Creatinine and <scp>C</scp>ys<scp>C</scp> e<scp>GFR</scp> to Monitor Pediatric Kidney Transplant Recipients?","year":2024,"lang":"en","type":"letter","venue":"Pediatric Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Renal transplant; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002716336,0.003275471,0.003142793,0.005070177,0.001114619,0.001030339,0.002478458,0.003764613,0.0001116743],"category_scores_gemma":[0.006960506,0.002720807,0.001205861,0.006519513,0.000303731,0.0008400784,0.0003410955,0.009126441,0.003395807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618481,"about_ca_system_score_gemma":0.002011778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004422559,"about_ca_topic_score_gemma":0.00006416584,"domain_scores_codex":[0.9803315,0.001104902,0.003391988,0.004415669,0.006071413,0.004684521],"domain_scores_gemma":[0.9762682,0.01526758,0.001021704,0.002461347,0.001125087,0.0038561],"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":[0.0000819369,0.0003963976,0.04125373,0.007714312,0.0007449979,0.003398159,0.01809842,0.00003087889,0.0004254462,0.00001877903,0.9273139,0.0005230929],"study_design_scores_gemma":[0.006127146,0.002698224,0.03099949,0.001243835,0.01582769,0.00163553,0.001499907,0.0002330478,0.001724571,0.0001448772,0.9374043,0.0004614045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7080609,0.01989991,0.004395654,0.1690321,0.01294686,0.01803673,0.04676922,0.002789091,0.01806956],"genre_scores_gemma":[0.04826403,0.2795302,0.006878479,0.2844162,0.1307741,0.009204458,0.0488732,0.003806908,0.1882525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6597968,"threshold_uncertainty_score":0.9979972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945537100011977,"score_gpt":0.3006146645107601,"score_spread":0.2711592935106403,"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."}}