{"id":"W4414547456","doi":"10.1007/978-981-95-0673-6_36","title":"Timing of Renal Replacement Therapy in Critically Ill Patients with Acute Kidney Injury: The AKIKI Trial","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Renal replacement therapy; Oliguria; Acute kidney injury; Critically ill; Randomized controlled trial; Urine output; Sepsis","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":[0.001906215,0.0004467165,0.001272383,0.0001475818,0.0001799614,0.001009968,0.0006108959,0.0008389613,0.004069382],"category_scores_gemma":[0.003381719,0.000164286,0.001178898,0.0004284475,0.0002068597,0.001103392,0.0004039975,0.003279873,0.000673146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581851,"about_ca_system_score_gemma":0.001371775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006260098,"about_ca_topic_score_gemma":0.002606551,"domain_scores_codex":[0.9992866,0.0004795859,0.0000517438,0.00004113652,0.00008458443,0.00005649205],"domain_scores_gemma":[0.9988971,0.0005872209,0.0002471848,0.00005783289,0.00004422799,0.0001664378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4667115,0.004346905,0.005762488,0.004374342,0.004232186,0.0001558878,0.0001126947,0.002722246,0.002546508,0.007977402,0.07368515,0.4273727],"study_design_scores_gemma":[0.7192298,0.0642805,0.05853062,0.00636522,0.0133159,0.000475048,0.0004260809,0.003936486,0.002057625,0.01383355,0.1172811,0.0002679083],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4486333,0.3799962,0.007721941,0.0449602,0.01665438,0.001828806,0.009419463,0.0003776316,0.09040806],"genre_scores_gemma":[0.7454671,0.1573787,0.01245515,0.041657,0.01019794,0.003235588,0.006023225,0.0001431864,0.02344211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004069382,"threshold_uncertainty_score":0.01361346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894608060423175,"score_gpt":0.3326201634641047,"score_spread":0.3036740828598729,"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."}}