{"id":"W2061669280","doi":"10.2215/cjn.05431207","title":"Ascertainment and Epidemiology of Acute Kidney Injury Varies with Definition Interpretation","year":2008,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Acute kidney injury; Incidence (geometry); Creatinine; Kidney disease; Epidemiology; Critically ill; Retrospective cohort study; Prospective cohort study; Internal medicine; Intensive care 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001562488,0.000120739,0.001133004,0.00005092296,0.00006295779,9.179259e-7,0.0002173178,0.0001191097,0.00002577935],"category_scores_gemma":[0.001097321,0.00007047044,0.0004802583,0.0002190765,0.006233155,0.00005887765,0.0001265224,0.0006887274,0.00000101081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214509,"about_ca_system_score_gemma":0.0005605136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002521321,"about_ca_topic_score_gemma":2.555342e-7,"domain_scores_codex":[0.9974526,0.0007523927,0.001157394,0.0001585021,0.0002632376,0.0002158764],"domain_scores_gemma":[0.9956148,0.001500823,0.001950324,0.0002694896,0.000406813,0.0002578113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01207572,0.00042034,0.7576595,0.00006266893,0.002872018,0.00001838479,0.0008612904,0.000001210063,0.007210789,0.0001294066,0.2146581,0.004030622],"study_design_scores_gemma":[0.003351934,0.02087256,0.9611466,0.0001607234,0.001041833,0.00249942,0.0005014396,0.0003681506,0.0006035371,0.001810049,0.007527534,0.0001162383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570071,0.00008379558,0.002469087,0.04010265,0.00007263474,0.0001477588,0.00004720778,0.0000042728,0.00006549228],"genre_scores_gemma":[0.9155992,0.00326748,0.02693533,0.05402054,0.0001289608,0.000003101063,0.00000571138,0.000012801,0.00002690375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071306,"threshold_uncertainty_score":0.9964713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07647842554264789,"score_gpt":0.4054165273843899,"score_spread":0.328938101841742,"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."}}