{"id":"W2121610531","doi":"10.1093/ndt/gfv190.79","title":"SP267VALIDATING A SCORING TOOL TO PREDICT ACUTE KIDNEY INJURY (AKI) FOLLOWING CARDIAC SURGERY","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Regina Qu'Appelle Health Region","funders":"","keywords":"Medicine; Acute kidney injury; Cardiac surgery; Intensive care medicine; Internal medicine; Cardiology","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":[0.00343309,0.000504662,0.0004112502,0.002151394,0.0003022611,0.00075537,0.0006683207,0.0003543555,0.002094939],"category_scores_gemma":[0.007026073,0.0001600624,0.0005543312,0.001229078,0.0003344552,0.0003904451,0.0007285568,0.0004133331,0.0005681482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091831,"about_ca_system_score_gemma":0.000646466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165565,"about_ca_topic_score_gemma":0.003931338,"domain_scores_codex":[0.9976379,0.001077234,0.0003563722,0.0001753358,0.0005947831,0.0001583689],"domain_scores_gemma":[0.9931392,0.001333383,0.003492812,0.0002443305,0.001191425,0.0005989703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001579956,0.00005644153,0.9867991,0.00004438969,0.00007855646,0.00006470715,0.00002792927,0.0002210008,0.0003113618,0.00003217503,0.0009200837,0.01128636],"study_design_scores_gemma":[0.00006361718,0.0006731093,0.9948249,0.0000656415,0.00005060114,0.0007760107,0.00008126804,0.002106569,0.0002703752,0.00005861662,0.001012411,0.00001690472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897596,0.002131561,0.00177397,0.0005283035,0.00009470243,0.0001873305,0.001724489,0.00006449215,0.003735468],"genre_scores_gemma":[0.992605,0.0003749731,0.004615339,0.00006894219,0.00008536835,0.0001414785,0.001701361,0.000007189294,0.0004004615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00343309,"threshold_uncertainty_score":0.01815617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103848244209103,"score_gpt":0.3210499561537637,"score_spread":0.2900114737116727,"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."}}