{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009337341,0.0002649566,0.0004545128,0.0004553756,0.0004840569,0.0005289897,0.0003970723,0.0002426112,0.0019926],"category_scores_gemma":[0.004691796,0.0001050064,0.000428032,0.0009082201,0.0002931964,0.0002760068,0.000619088,0.0007892028,0.0002768322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004783388,"about_ca_system_score_gemma":0.001315628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047383,"about_ca_topic_score_gemma":0.001798558,"domain_scores_codex":[0.9988451,0.0002804131,0.0001803284,0.0001357037,0.0003732256,0.0001853702],"domain_scores_gemma":[0.9936568,0.001156061,0.003762658,0.0002288102,0.0005454601,0.0006501847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179925,0.00004384588,0.9950306,0.00006084634,0.0001014975,0.0001318599,0.00002112896,0.0001137024,0.0001680476,0.00004557215,0.0003042944,0.003860642],"study_design_scores_gemma":[0.00001165852,0.0001118482,0.9980748,0.00003015576,0.00004978064,0.0007359172,0.00003023835,0.0002644575,0.0001532077,0.0001092718,0.0004248207,0.000003825795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945524,0.00264619,0.0004748344,0.0007129744,0.00004111787,0.00002672913,0.0005638408,0.00001600673,0.0009658321],"genre_scores_gemma":[0.9975097,0.001095168,0.0002939447,0.0001415704,0.0001013636,0.00001762735,0.000693962,0.000002680389,0.0001439973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002047383,"threshold_uncertainty_score":0.006665945,"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."}}