{"id":"W2103191204","doi":"10.1093/ndt/gfq011","title":"Incidence and outcomes of acute kidney injury in a referred chronic kidney disease cohort","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Kidney disease; Acute kidney injury; Dialysis; Incidence (geometry); Internal medicine; Renal function; Population; Relative risk; Cohort; Risk factor; Cohort study; Confidence interval","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":[0.0004968112,0.0002155509,0.0006189954,0.0005666034,0.00005610947,0.00001133591,0.0001590553,0.000259011,0.0003558079],"category_scores_gemma":[0.0004396716,0.0001915602,0.0001201582,0.000455781,0.0003873848,0.0002188127,0.00002829917,0.0005556589,0.00002059722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006606825,"about_ca_system_score_gemma":0.0008940555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002000082,"about_ca_topic_score_gemma":0.0001228811,"domain_scores_codex":[0.9981063,0.0001437061,0.0005235091,0.0004633363,0.0003991254,0.0003639984],"domain_scores_gemma":[0.9984528,0.0001309567,0.0001279114,0.0004387581,0.0001221902,0.0007274043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002233388,0.0001283072,0.7953379,0.0001812537,0.0004351472,0.0001310863,0.0003314276,3.004663e-7,0.1988293,0.0001079622,0.001554343,0.0007295394],"study_design_scores_gemma":[0.003361084,0.0002858901,0.9865451,0.00004844383,0.001847456,0.00004762642,0.000004802581,0.0004328942,0.006260728,0.0001625587,0.0008497259,0.0001537044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916517,0.00001836293,0.0001540928,0.005956738,0.000123841,0.0006636044,0.001095277,0.00004811027,0.0002882603],"genre_scores_gemma":[0.9932428,0.001028178,0.0004957599,0.003202039,0.00007405573,0.0001780923,0.001627929,0.00002446439,0.0001266694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1925686,"threshold_uncertainty_score":0.7811601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009828690948613689,"score_gpt":0.3095453163864377,"score_spread":0.299716625437824,"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."}}