{"id":"W2519150137","doi":"10.1001/jamapediatrics.2016.1532","title":"Kidney Outcomes 5 Years After Pediatric Cardiac Surgery","year":2016,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Microalbuminuria; Renal function; Acute kidney injury; Interquartile range; Kidney disease; Creatinine; Perioperative; Cardiac surgery; Prospective cohort study; Blood pressure; Population; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009381158,0.0002854833,0.0006805805,0.0007690822,0.00005328398,0.00005868722,0.0002101393,0.0003418705,0.001292567],"category_scores_gemma":[0.005960579,0.0001913986,0.0005311958,0.0009584408,0.00008358926,0.0003062329,0.0002055358,0.0003855487,0.002656855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813142,"about_ca_system_score_gemma":0.001420471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002294527,"about_ca_topic_score_gemma":3.901657e-7,"domain_scores_codex":[0.9968829,0.0001330851,0.0005088281,0.0005106228,0.001146226,0.0008183333],"domain_scores_gemma":[0.9963205,0.001268781,0.0001270379,0.0008040702,0.000283186,0.00119641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160844,0.00004248398,0.55473,0.00007327026,0.00002807503,0.0001754261,0.00002493742,4.761362e-9,0.00002888287,0.000006574179,0.4401727,0.00460149],"study_design_scores_gemma":[0.0009994595,0.00008791406,0.8130533,0.00001543724,0.0003585327,0.00001704963,0.00001448426,0.000001052811,0.00007927977,0.00004669448,0.1850163,0.0003104937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745357,0.0009815427,0.00009978894,0.01728029,0.001875576,0.0006072933,0.001444686,0.0002900175,0.0028851],"genre_scores_gemma":[0.9605899,0.00619104,0.001043875,0.005412631,0.008257758,0.0002583825,0.000115992,0.0001620811,0.01796829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2583233,"threshold_uncertainty_score":0.9996204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187981621035658,"score_gpt":0.2883602357030103,"score_spread":0.2695620735994445,"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."}}