{"id":"W2067697540","doi":"10.1007/s00467-010-1673-0","title":"Urinary biomarkers to detect acute kidney injury in the pediatric emergency center","year":2010,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Acute kidney injury; Nephrology; Urinary system; Intensive care medicine; Emergency medicine; Internal medicine; Emergency department; Renal injury; Kidney; Medical emergency","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":[0.001757328,0.0007391252,0.0011147,0.002191932,0.0005337974,0.001371715,0.0005173316,0.00107052,0.000972046],"category_scores_gemma":[0.009232833,0.0004737071,0.0006047483,0.001395571,0.0003948823,0.001309636,0.0006002051,0.001973701,0.000224213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189629,"about_ca_system_score_gemma":0.001813469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003037015,"about_ca_topic_score_gemma":0.003067863,"domain_scores_codex":[0.9985177,0.0004866212,0.000187658,0.0001051729,0.00042867,0.0002741926],"domain_scores_gemma":[0.9966459,0.001030013,0.0008903149,0.00008292511,0.0007360206,0.0006148134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114139,0.0002207369,0.9844202,0.00004944898,0.0000763622,0.0006334734,0.00007249395,0.000235539,0.0005826522,0.00008292202,0.001477365,0.01183739],"study_design_scores_gemma":[0.0001081749,0.001511844,0.9803492,0.0001979665,0.0002450981,0.005405151,0.001025288,0.004185604,0.004368874,0.0002867259,0.002283202,0.00003291659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859716,0.008025778,0.0009189997,0.001565391,0.0001708813,0.0001174728,0.000408988,0.0000645577,0.002756355],"genre_scores_gemma":[0.9938658,0.002454917,0.002424259,0.000424043,0.0001500495,0.00007475566,0.0002895561,0.00001029478,0.0003064242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003037015,"threshold_uncertainty_score":0.009293735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305667807103128,"score_gpt":0.3183114750443184,"score_spread":0.3052547969732872,"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."}}