{"id":"W4413020187","doi":"10.1016/j.ekir.2025.07.044","title":"Acute Kidney Injury Diagnostic Accuracy and Implications of Different Baseline Creatinine Equations","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Nuwellis; National Institute of Diabetes and Digestive and Kidney Diseases; Bayer","keywords":"Medicine; Baseline (sea); Creatinine; Internal medicine; Law","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000414013,0.0002314917,0.000411804,0.0005514756,0.0001129779,0.00004489229,0.0001987127,0.0001205251,0.001458164],"category_scores_gemma":[0.06068615,0.0002006291,0.0001413855,0.000405357,0.0001922115,0.0001760022,0.000284536,0.0002959864,0.00001300244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750736,"about_ca_system_score_gemma":0.001249575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005655011,"about_ca_topic_score_gemma":0.000001620465,"domain_scores_codex":[0.9976105,0.00006002106,0.000972735,0.000495131,0.0005959893,0.0002655947],"domain_scores_gemma":[0.9955657,0.001363025,0.0004212042,0.0007895338,0.001020792,0.0008397626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002388278,0.0007647988,0.278442,0.0001407735,0.001156455,0.0001516759,0.0000975791,3.502797e-7,0.04260475,0.01051115,0.6577867,0.00810496],"study_design_scores_gemma":[0.004709932,0.0007479789,0.46815,0.002227952,0.002031885,0.00135591,0.00008632801,0.002937709,0.0924136,0.01856135,0.4060338,0.0007435655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.262443,0.0002763788,0.04100857,0.5150941,0.003245222,0.004471458,0.01099884,0.0004613434,0.1620011],"genre_scores_gemma":[0.9774156,0.0004520752,0.001462791,0.00622946,0.0001782379,0.0003781992,0.003377825,0.00002777516,0.01047805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7149726,"threshold_uncertainty_score":0.9994546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817372299534449,"score_gpt":0.3671335524267238,"score_spread":0.3489598294313793,"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."}}