{"id":"W2131834844","doi":"10.1111/j.1399-3046.2010.01439.x","title":"Challenges in pediatric transplantation: The impact of chronic kidney disease and cardiovascular risk factors on long‐term outcomes and recommended management strategies","year":2010,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Transplantation; Intensive care medicine; Kidney disease; Cystatin C; Renal function; Kidney transplantation; Risk assessment; 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"],"consensus_categories":[],"category_scores_codex":[0.0003462,0.0007304981,0.00156469,0.0007465433,0.0001181809,0.00005566463,0.0001536307,0.0002868442,0.00002237886],"category_scores_gemma":[0.00001225018,0.0004306462,0.0009406935,0.000378571,0.00005446055,0.0001951865,0.000009282111,0.0006116127,0.000004368204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009980366,"about_ca_system_score_gemma":0.0003155275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151498,"about_ca_topic_score_gemma":0.00007413294,"domain_scores_codex":[0.9972507,0.0003057134,0.0008649559,0.0007072287,0.0005130902,0.0003582973],"domain_scores_gemma":[0.9982221,0.0005389564,0.0003951767,0.0004769721,0.000038779,0.0003280018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004327352,0.0004636162,0.607199,0.1531573,0.002479997,0.0006102521,0.00108183,0.00008326984,3.517776e-8,0.0001165152,0.000003549917,0.2343719],"study_design_scores_gemma":[0.003773091,0.000346708,0.9591522,0.002160413,0.03384455,0.00009867716,0.00002315286,0.000004392308,4.054317e-7,0.00003736841,0.0001825563,0.0003764902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05393798,0.9419624,0.00008885935,0.00003911336,0.0001952045,0.002289038,0.001149635,0.00004587046,0.0002919627],"genre_scores_gemma":[0.0827163,0.9154317,0.00004340192,0.000005211138,0.0001763158,0.0001676222,0.001386881,0.00005883683,0.00001374155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3519532,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0567273461745057,"score_gpt":0.3421646155577687,"score_spread":0.285437269383263,"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."}}