{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111122,0.000268679,0.0003726475,0.0007154193,0.0002428093,0.0006073097,0.0002349375,0.0002129604,0.001197533],"category_scores_gemma":[0.003918375,0.0001121559,0.0004431496,0.001043946,0.000404705,0.000452132,0.0004534916,0.0006269403,0.0001122094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497334,"about_ca_system_score_gemma":0.0006902438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468867,"about_ca_topic_score_gemma":0.002331891,"domain_scores_codex":[0.9993116,0.0002153933,0.00008760683,0.0001160148,0.0001567688,0.0001127004],"domain_scores_gemma":[0.9949766,0.0008683873,0.003041295,0.0001516287,0.0002934464,0.0006685826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002126139,0.000003564082,0.9993845,0.000005277665,0.00001414552,0.00002947797,0.000007945557,0.00004824837,0.00003112981,0.00001151848,0.00002395952,0.0004189325],"study_design_scores_gemma":[0.000001741613,0.00005195057,0.9991472,0.000005605013,0.00001505394,0.0003499092,0.00004512545,0.0001956046,0.00008068822,0.00002429722,0.00008100743,0.000001833989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989306,0.0003150391,0.0001606932,0.00004084687,0.000004958284,0.000003148685,0.0003409313,0.000004434775,0.0001993602],"genre_scores_gemma":[0.9995171,0.00009904021,0.00008704491,0.00000713448,0.00000843469,0.000003717536,0.0002521167,0.000001944266,0.00002344065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002468867,"threshold_uncertainty_score":0.00587678,"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."}}