{"id":"W2066177162","doi":"10.1038/ki.2009.270","title":"A small post-operative rise in serum creatinine predicts acute kidney injury in children undergoing cardiac surgery","year":2009,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":334,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"McGill University Health Centre; McGill University; American Society of Nephrology","keywords":"Acute kidney injury; Medicine; Creatinine; Cardiac surgery; Renal function; Surgery; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009085711,0.0003976635,0.000737834,0.0013162,0.00007174799,0.00009255362,0.0004115466,0.0002596763,0.001248447],"category_scores_gemma":[0.005439353,0.0003823795,0.0002618053,0.0007244677,0.0001182754,0.0004373257,0.0001749036,0.0009025708,0.0001599558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006956286,"about_ca_system_score_gemma":0.002887537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733561,"about_ca_topic_score_gemma":0.00001482447,"domain_scores_codex":[0.9965624,0.0002532359,0.0008310942,0.0007109604,0.000916636,0.0007256308],"domain_scores_gemma":[0.9976784,0.0002162342,0.0001561874,0.0004474976,0.0003853016,0.001116408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001074584,0.0005622398,0.7710128,0.00002121001,0.0005714156,0.0002233229,0.0005229606,0.000001607808,0.004275862,0.0002417835,0.2185315,0.002960689],"study_design_scores_gemma":[0.003676132,0.0006649322,0.9785314,0.0009107728,0.0001071989,0.000173545,0.00008242908,0.0007526251,0.005357209,0.0002025815,0.009076052,0.0004650825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975182,0.00005737485,0.0000425377,0.07331637,0.0007041244,0.001286183,0.006930454,0.0001499597,0.01999485],"genre_scores_gemma":[0.9739696,0.0004135879,0.001274168,0.01487253,0.0007190312,0.0001347246,0.00458118,0.00006052504,0.003974639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094555,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680983907272502,"score_gpt":0.3105804588401766,"score_spread":0.2937706197674516,"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."}}