{"id":"W2116325340","doi":"10.1136/bmjopen-2012-001821","title":"Validity of the <i>International Classification of Diseases, Tenth Revision</i> code for acute kidney injury in elderly patients at presentation to the emergency department and at hospital admission","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; Western University; St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; London Health Sciences Centre","keywords":"Medicine; Emergency department; Creatinine; Acute kidney injury; Diagnosis code; Retrospective cohort study; Population; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004057271,0.0003872548,0.0004817381,0.001230293,0.0004007646,0.0008957313,0.0007117742,0.0005512268,0.0005060901],"category_scores_gemma":[0.01671182,0.0002602095,0.0006442871,0.001012566,0.0006994958,0.0004903757,0.0007684134,0.0006061118,0.0001834862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217246,"about_ca_system_score_gemma":0.001550185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04606364,"about_ca_topic_score_gemma":0.0531583,"domain_scores_codex":[0.9978276,0.0006424496,0.0003106429,0.0002728961,0.0006883446,0.0002579629],"domain_scores_gemma":[0.9845153,0.002853833,0.007798889,0.0005746904,0.00352212,0.000735157],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002914765,0.000007087973,0.9995862,0.000004893928,0.00001707068,0.000008320978,0.00003066664,0.00001549597,0.00002140626,0.000002417272,0.00004258239,0.0002348108],"study_design_scores_gemma":[0.000006157686,0.00003789086,0.999487,0.00001304679,0.00001524949,0.0000663899,0.0001010489,0.0001718211,0.00003356352,0.000006804967,0.00005842695,0.000002575262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985851,0.0002029608,0.00009372431,0.00005551382,0.0000146908,0.00001992992,0.0006228954,0.000003251267,0.000401944],"genre_scores_gemma":[0.9988925,0.00006309411,0.0001096013,0.00002861489,0.00001312632,0.00001282935,0.0008319638,0.000001388639,0.00004690307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959427,"threshold_uncertainty_score":0.091591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07298325618510065,"score_gpt":0.4373262185471544,"score_spread":0.3643429623620538,"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."}}