{"id":"W4414548008","doi":"10.1007/978-981-95-0673-6_38","title":"Early Versus Late Initiation of Renal Replacement Therapy in Acute Kidney Injury: The ELAIN 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; Acute kidney injury; Critically ill; Randomized controlled trial; Stage (stratigraphy); Adverse effect; Kidney disease","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":[0.002622674,0.0006531277,0.002268318,0.0001682445,0.0002260927,0.001105962,0.0007610288,0.001417152,0.00619157],"category_scores_gemma":[0.003577112,0.0001752208,0.00181658,0.0003355513,0.0004614026,0.001264731,0.0004754857,0.003984391,0.0007053539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799323,"about_ca_system_score_gemma":0.0010366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163095,"about_ca_topic_score_gemma":0.003511592,"domain_scores_codex":[0.9987963,0.0008961728,0.00004098257,0.00007826187,0.00008042691,0.0001078809],"domain_scores_gemma":[0.99822,0.001192512,0.000192126,0.00007694917,0.00005533304,0.0002629806],"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":[0.7472337,0.002509269,0.002131537,0.002426486,0.003919989,0.0001130054,0.00009007084,0.001105647,0.0008983721,0.002983364,0.02084447,0.2157441],"study_design_scores_gemma":[0.8414456,0.06191754,0.02462314,0.00383094,0.01475814,0.0003165954,0.0003595926,0.003339403,0.001305669,0.01121963,0.03672825,0.0001554062],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5776688,0.3074903,0.005060521,0.03618299,0.009211116,0.0008683996,0.005069866,0.0003393173,0.05810851],"genre_scores_gemma":[0.8728094,0.0559275,0.004909133,0.03546466,0.005872402,0.001014526,0.002347966,0.0001045746,0.02154975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00619157,"threshold_uncertainty_score":0.02071291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497064053266137,"score_gpt":0.355777229687378,"score_spread":0.3060708243607643,"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."}}