{"id":"W3014551427","doi":"10.1093/ckj/sfaa072","title":"Development and external validation of an acute kidney injury risk score for use in the general population","year":2020,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"NIHR Newcastle Biomedical Research Centre; Amgen; Alberta Health Services; Government of Alberta; Amgen Canada; Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Acute kidney injury; Medicine; Population; Emergency medicine; Intensive care medicine; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.03723469,0.001129769,0.0007110348,0.002101148,0.0005883336,0.001562794,0.001757944,0.0009894341,0.00113154],"category_scores_gemma":[0.08171941,0.0003548043,0.001207818,0.001726064,0.001236125,0.0006127733,0.002392727,0.001166078,0.0007461413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418059,"about_ca_system_score_gemma":0.00475316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011652,"about_ca_topic_score_gemma":0.00914249,"domain_scores_codex":[0.9784334,0.01159713,0.001767054,0.002068272,0.005503336,0.0006307187],"domain_scores_gemma":[0.95048,0.01358719,0.006764497,0.006917243,0.02106223,0.001188789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005216838,0.0003720245,0.9731015,0.00009895279,0.000371168,0.0001110461,0.0004388186,0.002557898,0.001230507,0.0002788826,0.002047505,0.01887012],"study_design_scores_gemma":[0.0004594487,0.001608201,0.9745686,0.0001781585,0.0003052775,0.0005333214,0.0003542268,0.01511412,0.001996311,0.0004049456,0.004434001,0.00004332043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625239,0.0002210226,0.02835287,0.0003515766,0.0001044147,0.002319791,0.002891505,0.0002113843,0.003023404],"genre_scores_gemma":[0.9666083,0.0001211111,0.02392719,0.0002017003,0.00006494664,0.001453078,0.007178733,0.000063439,0.0003815397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03723469,"threshold_uncertainty_score":0.1969182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1533260545173537,"score_gpt":0.4416737512947863,"score_spread":0.2883476967774325,"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."}}