{"id":"W2003333512","doi":"10.1038/ncpneph0551","title":"Improving outcomes of acute kidney injury: report of an initiative","year":2007,"lang":"en","type":"article","venue":"Nature Clinical Practice Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Acute kidney injury; Multidisciplinary approach; Medicine; Intensive care medicine; Creatinine; Etiology; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00942197,0.000258533,0.001288498,0.0003300325,0.00005609195,0.000006966065,0.0003726595,0.001844475,0.0002987235],"category_scores_gemma":[0.1183062,0.0002061482,0.0003350953,0.0005420607,0.0008512792,0.0005696212,0.0002730011,0.004447238,0.00002240869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006533036,"about_ca_system_score_gemma":0.001445219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005670107,"about_ca_topic_score_gemma":0.000004784441,"domain_scores_codex":[0.9950273,0.00068827,0.002179527,0.0006731631,0.0008640336,0.000567706],"domain_scores_gemma":[0.986045,0.007525322,0.002126767,0.001314748,0.002069001,0.0009191635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09082547,0.01135173,0.313552,0.0004353322,0.01161908,0.02143111,0.0007119807,7.055473e-8,0.08667348,0.00390022,0.386263,0.07323647],"study_design_scores_gemma":[0.009404852,0.0204143,0.4693616,0.00006141297,0.004313871,0.005254883,0.0004999994,0.0001290031,0.02194141,0.0009016057,0.4671985,0.0005185388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568933,0.0002015277,0.001750599,0.08866917,0.002698771,0.00206044,0.0007009135,0.0001910173,0.04683426],"genre_scores_gemma":[0.8834713,0.00008786267,0.04655246,0.06849391,0.0007057103,0.00001236906,0.0002731918,0.00005497806,0.000348265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558096,"threshold_uncertainty_score":0.9994513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044150797073589,"score_gpt":0.4903394768112584,"score_spread":0.4461886797376695,"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."}}