{"id":"W2098483726","doi":"10.1053/j.ajkd.2011.08.023","title":"Serum Creatinine Measurement Immediately After Cardiac Surgery and Prediction of Acute Kidney Injury","year":2011,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Acute kidney injury; Kidney disease; Creatinine; Renal function; Cardiac surgery; Prospective cohort study; Surgery; Internal medicine; Cardiology; EuroSCORE","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":[0.0008342498,0.0002765227,0.001137181,0.0005392166,0.00005182347,0.00001654379,0.0001543207,0.00005869146,0.0006073781],"category_scores_gemma":[0.003566714,0.0002163163,0.0004730725,0.0004817912,0.0007329315,0.0003077766,0.00008859028,0.000311977,0.000007656909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301913,"about_ca_system_score_gemma":0.003135606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005991123,"about_ca_topic_score_gemma":7.614395e-8,"domain_scores_codex":[0.996774,0.0002765513,0.0009244502,0.0002649578,0.001338149,0.0004219005],"domain_scores_gemma":[0.9937506,0.00009628051,0.0007502065,0.0003786696,0.001055767,0.003968469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006388023,0.0004582539,0.7350569,0.0001521779,0.00184049,0.0001758241,0.0003722621,5.307014e-9,0.003749702,0.0000020461,0.2402542,0.01155004],"study_design_scores_gemma":[0.001155669,0.003936115,0.970834,0.0008424781,0.00310489,0.0001927696,0.0004307178,0.000005846208,0.01056972,0.00003573844,0.008666619,0.000225398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772742,0.001042989,0.00008740334,0.004377337,0.0007085131,0.0005166717,0.01498741,0.00004817264,0.0009572925],"genre_scores_gemma":[0.994269,0.002068652,0.0006727151,0.002312207,0.000431129,0.00003459624,0.00008234057,0.00005122764,0.00007819352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2357771,"threshold_uncertainty_score":0.8821121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829375272236947,"score_gpt":0.2730753489428761,"score_spread":0.2447815962205066,"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."}}