{"id":"W4283793711","doi":"10.1111/petr.14353","title":"Clinical indicators of slow graft function and outcome after pediatric kidney transplantation","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Renal function; Perioperative; Transplantation; Kidney transplantation; Creatinine; Internal medicine; Dialysis; Surrogate endpoint; Retrospective cohort study; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004414656,0.0002521073,0.0004442643,0.0007258233,0.0001717141,0.00001392267,0.00007724528,0.0001202779,0.000304731],"category_scores_gemma":[0.00001649719,0.0002359311,0.0002361847,0.0007760315,0.00004491231,0.0001904152,0.000009483344,0.0003504581,0.00001361913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453334,"about_ca_system_score_gemma":0.000141743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003784934,"about_ca_topic_score_gemma":0.000004508394,"domain_scores_codex":[0.9974311,0.0001902594,0.001022786,0.0004505672,0.0006463773,0.0002588895],"domain_scores_gemma":[0.9989452,0.0002047096,0.000324828,0.0001809412,0.00005429368,0.0002900484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002717598,0.000376886,0.9926691,0.002525318,0.00007195094,0.0001465497,0.000563066,0.00003064359,0.00002352038,0.0001084126,0.00002580717,0.0007411248],"study_design_scores_gemma":[0.006707415,0.00080035,0.9871495,0.00001644344,0.004654807,0.0001893353,0.00003921935,0.00002890572,0.00005556083,0.00008042448,0.0000707127,0.0002073238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937716,0.0005384767,0.003295897,0.0001623635,0.0005852911,0.0006300583,0.0006711221,0.00008506195,0.0002601734],"genre_scores_gemma":[0.9849028,0.01210975,0.0008684604,0.0003883884,0.0002604625,0.0001505738,0.001139385,0.00003639978,0.0001437707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157128,"threshold_uncertainty_score":0.9620992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707870985174705,"score_gpt":0.2987901680499295,"score_spread":0.2817114581981825,"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."}}