{"id":"W3170640799","doi":"10.1016/j.jclinane.2021.110367","title":"Hydroxyethyl starch and acute kidney injury in high-risk patients undergoing cardiac surgery: A prospective multicenter study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital","funders":"University of Toronto","keywords":"Medicine; Acute kidney injury; Hydroxyethyl starch; Odds ratio; Intensive care unit; Propensity score matching; Prospective cohort study; Logistic regression; Cohort; Cardiac surgery; Internal medicine; Cohort study; Anesthesia; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00292648,0.0002082773,0.001303503,0.0002346476,0.00006305736,0.00004707335,0.00008685084,0.0001574954,0.00001591324],"category_scores_gemma":[0.005446087,0.0001670108,0.0003416847,0.0003842452,0.00009581378,0.000252922,0.00004942755,0.0009266078,0.000007408263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275237,"about_ca_system_score_gemma":0.0008077003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003310399,"about_ca_topic_score_gemma":0.00002045538,"domain_scores_codex":[0.995644,0.001147736,0.001817527,0.0003694772,0.0007351094,0.0002861799],"domain_scores_gemma":[0.9960042,0.001686679,0.000870582,0.0002666147,0.0007125319,0.0004593528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003591433,0.00258158,0.9674092,0.00005617932,0.0004303661,0.001689904,0.0009088861,9.517746e-7,0.00002639203,0.00000393674,0.000421576,0.02287962],"study_design_scores_gemma":[0.006165099,0.002937636,0.9884454,0.000388014,0.0005295001,0.00005759804,0.0005608187,0.00002071924,0.0002003599,0.0001595045,0.000384174,0.000151169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968342,0.000114542,0.000009857949,0.002059263,0.0003704276,0.000564581,0.00001383694,0.00001314956,0.0000201095],"genre_scores_gemma":[0.9972154,0.000791698,0.001023159,0.0005963638,0.0002867605,0.000008326545,0.00001287413,0.00003350045,0.00003184719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02272845,"threshold_uncertainty_score":0.6810502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254230210086821,"score_gpt":0.3441212554408956,"score_spread":0.3186982344322135,"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."}}