{"id":"W2119585617","doi":"10.1093/ndt/gfm744","title":"A multi-centre evaluation of the RIFLE criteria for early acute kidney injury in critically ill patients","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":493,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Rifle; Medicine; Critically ill; Acute kidney injury; Intensive care medicine; Emergency medicine; 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":[0.006696542,0.0005645141,0.001102704,0.001776164,0.0005848951,0.001407615,0.0006853816,0.0006873702,0.0008433407],"category_scores_gemma":[0.01394202,0.0003076492,0.0009163233,0.001242101,0.000393606,0.001362855,0.00180874,0.0007586784,0.000264901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087084,"about_ca_system_score_gemma":0.001100438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647029,"about_ca_topic_score_gemma":0.003859257,"domain_scores_codex":[0.9957234,0.001927875,0.000623244,0.0006112197,0.0007876041,0.0003266115],"domain_scores_gemma":[0.9861271,0.002506269,0.005855863,0.000552427,0.00270867,0.002249495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004510264,0.00008052849,0.9956698,0.00004301404,0.0001289135,0.0001044529,0.0001457207,0.000106252,0.0001365662,0.00001350168,0.0002185371,0.002901538],"study_design_scores_gemma":[0.0001022349,0.0005743199,0.9977075,0.00002436384,0.00005386679,0.0003305413,0.0002168793,0.0006638521,0.00005197668,0.00001617068,0.0002444612,0.00001398404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980533,0.0003694627,0.0002983976,0.0001235827,0.00001439366,0.0002508433,0.0004363091,0.000009026323,0.0004446921],"genre_scores_gemma":[0.9982859,0.00008519951,0.0007281461,0.00005787451,0.0000308278,0.0002184284,0.0005409319,0.000003432941,0.00004912655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006696542,"threshold_uncertainty_score":0.03541511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287705441474145,"score_gpt":0.3639151786560291,"score_spread":0.3351446345086146,"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."}}