{"id":"W4320857320","doi":"10.1007/s00467-023-05886-1","title":"Biomarkers of eGFR decline after cardiac surgery in children: findings from the ASSESS-AKI study","year":2023,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Tamm–Horsfall protein; Renal function; Cohort; Proteinuria; Kidney disease; Internal medicine; Urinary system; Urine; Cardiac surgery; Heart disease; Cohort study; Kidney","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":[0.002140134,0.0002082412,0.0007493632,0.00076195,0.00005021359,0.00001229053,0.0002878923,0.0002017825,0.0004845017],"category_scores_gemma":[0.001153633,0.0001511851,0.000221855,0.002355076,0.0001544133,0.00006523031,0.0004158058,0.0004702549,0.0002395766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006021365,"about_ca_system_score_gemma":0.0003579436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009687754,"about_ca_topic_score_gemma":0.00005569464,"domain_scores_codex":[0.9972394,0.0005231671,0.0006121767,0.0004680381,0.0005560227,0.0006011875],"domain_scores_gemma":[0.9961159,0.002889583,0.0001125635,0.0006309494,0.00009656553,0.0001544829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000661462,0.0002269015,0.8582628,0.00001289133,0.000343036,0.0001308341,0.0002202761,1.78808e-7,0.0002663085,0.000001121413,0.139302,0.0005721141],"study_design_scores_gemma":[0.001042358,0.0002658139,0.9963385,0.000003610942,0.0003652143,0.000009747228,0.0001995012,0.00001700608,0.00005202161,0.00005111319,0.001538174,0.0001169488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927632,0.0007290642,0.00000293882,0.004570902,0.0003157816,0.001051247,0.0004352926,0.00007077489,0.00006085506],"genre_scores_gemma":[0.9964536,0.0007681961,0.00005283425,0.001202411,0.0009043154,0.000249587,0.0002479444,0.00003992104,0.0000811619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380757,"threshold_uncertainty_score":0.616515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887120119772706,"score_gpt":0.3213392694748752,"score_spread":0.2924680682771481,"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."}}