{"id":"W2145748409","doi":"10.1053/j.ajkd.2006.04.085","title":"Derivation and Validation of Cystatin C–Based Prediction Equations for GFR in Children","year":2006,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":288,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McMaster University; Jewish General Hospital; Montreal Children's Hospital","funders":"","keywords":"Medicine; Cystatin C; Renal function; Urology; Creatinine; Linear regression; Internal medicine; Statistics; Mathematics","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":[0.01059688,0.0008731576,0.0009375303,0.001635017,0.0006073372,0.001614965,0.001406411,0.0009573254,0.0004826981],"category_scores_gemma":[0.03134439,0.0005722669,0.001007771,0.001394576,0.0005450054,0.0007621308,0.001227154,0.001659237,0.0004700432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883299,"about_ca_system_score_gemma":0.00347385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273729,"about_ca_topic_score_gemma":0.01555151,"domain_scores_codex":[0.9960829,0.001537233,0.0004785722,0.000533228,0.00118212,0.000185992],"domain_scores_gemma":[0.987242,0.005932301,0.00127475,0.001248184,0.004090554,0.0002122873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006938195,0.0001803083,0.8871791,0.0001610643,0.0004127062,0.00024515,0.000618463,0.0226375,0.003315917,0.001728166,0.002742493,0.08008525],"study_design_scores_gemma":[0.0002445062,0.000703593,0.7297254,0.0003580974,0.000938947,0.001698497,0.0005369586,0.2266793,0.02925117,0.001677095,0.008082481,0.0001040292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9110342,0.001644515,0.08147822,0.000291646,0.0001287401,0.0002371739,0.002523411,0.0005316369,0.002130512],"genre_scores_gemma":[0.9270485,0.0005794289,0.06925892,0.00008696663,0.00001833994,0.0001908234,0.002225148,0.0001151994,0.0004766539],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02273729,"threshold_uncertainty_score":0.05604237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005543447172465452,"score_gpt":0.2487378160358341,"score_spread":0.2431943688633686,"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."}}