{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04471616,0.0008374781,0.0009789827,0.002627153,0.0003608098,0.002722566,0.001527206,0.001355058,0.0006252677],"category_scores_gemma":[0.1129573,0.0004059972,0.001623648,0.001958119,0.001266847,0.001511288,0.001669571,0.001339694,0.00025584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226633,"about_ca_system_score_gemma":0.0007900511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622589,"about_ca_topic_score_gemma":0.002022969,"domain_scores_codex":[0.9624215,0.02296142,0.003992553,0.004018245,0.005535857,0.001070451],"domain_scores_gemma":[0.8501572,0.1124976,0.01824039,0.007365693,0.01019412,0.001545109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052157,0.00004132308,0.9821804,0.00006839912,0.0004217829,0.00005958889,0.0001593594,0.0009610988,0.0002924833,0.0002253687,0.0002613094,0.01427671],"study_design_scores_gemma":[0.0001321349,0.0007199252,0.9804677,0.0001462594,0.0007677916,0.0005667685,0.0002750998,0.01323345,0.001782847,0.0009356797,0.0009294396,0.00004293062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842097,0.007131511,0.005058007,0.001072362,0.00009747582,0.00004610957,0.0006955061,0.00006329428,0.001626047],"genre_scores_gemma":[0.9964825,0.000550466,0.002136425,0.0002058425,0.00006100071,0.00001645936,0.0004512421,0.00002091302,0.00007504402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04471616,"threshold_uncertainty_score":0.2364845,"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."}}