{"id":"W2051032666","doi":"10.1038/nrneph.2012.280","title":"Chronic kidney disease following acute kidney injury—risk and outcomes","year":2012,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; Foothills Medical Centre","funders":"","keywords":"Medicine; Kidney disease; Acute kidney injury; Dialysis; Epidemiology; Incidence (geometry); Intensive care medicine; Internal medicine; Nephrology; Kidney; Disease; Renal replacement therapy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002329539,0.001783051,0.009118358,0.0009027043,0.0003046695,0.00006918471,0.0009157597,0.003383983,0.001298593],"category_scores_gemma":[0.005911237,0.001161803,0.003312347,0.001094645,0.0003894134,0.0002827226,0.0008604849,0.008151029,0.001574279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007427004,"about_ca_system_score_gemma":0.004232453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008044339,"about_ca_topic_score_gemma":0.000001248133,"domain_scores_codex":[0.9915974,0.001966767,0.001997473,0.001686448,0.0008534137,0.001898549],"domain_scores_gemma":[0.9902973,0.0004165293,0.001162894,0.002566265,0.0001395413,0.005417457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006787186,0.00007949553,0.0008977688,0.0289809,0.002131773,0.0002285678,0.00001180358,1.645571e-10,0.000002138051,0.00007886169,0.2932705,0.6742504],"study_design_scores_gemma":[0.001159009,0.0003555352,0.0001726521,0.01119234,0.03425932,0.0003963552,4.610937e-7,9.666078e-7,3.828338e-7,0.00003674698,0.9515967,0.0008295027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002307682,0.9821602,0.0000166401,0.004359507,0.001721556,0.006790497,0.004079645,0.0001850012,0.0006847022],"genre_scores_gemma":[0.000004394689,0.9684976,0.0006693303,0.01862514,0.002775943,0.00153065,0.004348695,0.0003038752,0.003244425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6734208,"threshold_uncertainty_score":0.9996144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334207223162035,"score_gpt":0.4014864435812867,"score_spread":0.3680657212650832,"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."}}