{"id":"W3033175430","doi":"10.1093/ndt/gfaa142.p0560","title":"P0560POST-DISCHARGE FOLLOW UP AFTER AKI. AN EXTERNAL VALIDATION AND DECISION CURVE ANALYSIS OF TWO RISK MODELS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; False positive paradox; Risk assessment; Area under the curve; Emergency medicine; Acute kidney injury; Intensive care medicine; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503838,0.000180274,0.0006162741,0.0003823123,0.0000600998,0.00001831475,0.00007715251,0.0001477219,0.0000970471],"category_scores_gemma":[0.00003795544,0.0001471603,0.0003427853,0.0006100999,0.0000850756,0.0003335753,0.0000126519,0.000157523,0.000007708819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084794,"about_ca_system_score_gemma":0.00002185039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518742,"about_ca_topic_score_gemma":0.0002613481,"domain_scores_codex":[0.9983809,0.0002471319,0.0004523142,0.0004420338,0.0003019589,0.0001756805],"domain_scores_gemma":[0.9991767,0.0001389372,0.0001876098,0.0002276751,0.0001287017,0.0001403747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01283805,0.0002900715,0.7574387,0.0001880344,0.004548199,0.0001190583,0.01625429,0.02607764,0.132552,0.0002744093,0.00001349866,0.04940615],"study_design_scores_gemma":[0.005586239,0.0007662949,0.8043872,0.00003373637,0.02535881,0.00003422482,0.00009490932,0.1485092,0.01247171,0.002516086,0.00001017027,0.0002315193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7769682,0.0002619528,0.2222764,0.0001129807,0.00003377333,0.0001843882,0.00009853367,0.0000373746,0.00002636869],"genre_scores_gemma":[0.9908745,0.001718257,0.00620227,0.0004645468,0.00007518139,0.00003337,0.000613333,0.00001379837,0.000004770053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160741,"threshold_uncertainty_score":0.6001024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572311735503293,"score_gpt":0.2890637530855533,"score_spread":0.2633406357305204,"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."}}