{"id":"W2077447212","doi":"10.1161/circulationaha.108.786913","title":"Acute Kidney Injury After Cardiac Surgery","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":733,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Perioperative; Acute kidney injury; Renal function; Cardiac surgery; Complication; Cardiopulmonary bypass; Odds ratio; Anemia; Dialysis; Cohort; Surgery; Internal medicine","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":[0.0002884365,0.0001191116,0.000276039,0.0002125916,0.00005073342,0.00002541906,0.00004437569,0.000125053,0.0004959992],"category_scores_gemma":[0.0002733684,0.0001126179,0.000188976,0.0003319783,0.00003468818,0.0001803726,0.00001489003,0.0001797662,0.0003733712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311059,"about_ca_system_score_gemma":0.0002641303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003364455,"about_ca_topic_score_gemma":2.423096e-8,"domain_scores_codex":[0.9987924,0.00005673864,0.0002213513,0.0002433948,0.000404635,0.0002815493],"domain_scores_gemma":[0.9990309,0.00003185808,0.00004313927,0.0003816742,0.0001353652,0.000376988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005782339,0.00009202651,0.4388927,0.0000368933,0.0001484205,0.00008671305,0.0001213033,1.123058e-7,0.06420593,0.00008657923,0.4607543,0.03499674],"study_design_scores_gemma":[0.0001924786,0.00005928535,0.9513481,0.00005801061,0.0001492162,0.0000252553,0.00000484055,0.0001495815,0.006798438,0.0003075168,0.04075277,0.000154561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787073,0.0001178487,0.0003494392,0.01012861,0.0004598979,0.0005959329,0.0003414885,0.0001981838,0.009101362],"genre_scores_gemma":[0.9945434,0.00004249065,0.0001638924,0.00365808,0.0004433427,0.00003593858,0.0006384598,0.0000187375,0.0004556101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5124553,"threshold_uncertainty_score":0.5430843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056542005550818,"score_gpt":0.3149035152206932,"score_spread":0.294338095165185,"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."}}