{"id":"W4409360237","doi":"10.1053/j.akdh.2025.01.008","title":"Clinical Trials Targeting Recovery and Postdischarge Care in Dialysis for Acute Kidney Injury","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University; AstraZeneca","keywords":"Acute kidney injury; Medicine; Dialysis; Intensive care medicine; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004515418,0.0008831178,0.003242822,0.002382195,0.0002933642,0.001337311,0.001428607,0.002007806,0.006678178],"category_scores_gemma":[0.01392788,0.0003401084,0.004480972,0.002598864,0.0003762962,0.001009345,0.0006771571,0.00180559,0.0005352155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069972,"about_ca_system_score_gemma":0.002932403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150618,"about_ca_topic_score_gemma":0.005206882,"domain_scores_codex":[0.9982536,0.0008151339,0.0003885179,0.0001490091,0.0003079885,0.00008570658],"domain_scores_gemma":[0.9919426,0.006491782,0.0008621323,0.00009271562,0.0004976791,0.0001130438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001049062,0.0001297861,0.0002214222,0.458725,0.003638612,0.00007618737,0.00008172628,0.0003006495,0.0003576148,0.001373956,0.007987186,0.5260588],"study_design_scores_gemma":[0.003051386,0.001783378,0.005751167,0.655938,0.0278397,0.0007403162,0.0002509163,0.0002897027,0.000740314,0.003055755,0.3004879,0.00007140034],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001522119,0.9991448,0.00004261126,0.0001580511,0.0001146965,0.00005346995,0.000034168,0.00000411747,0.000295857],"genre_scores_gemma":[0.002758749,0.9962118,0.0002875199,0.0003828392,0.00007802318,0.000100024,0.00005577672,0.000002196022,0.0001231535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006678178,"threshold_uncertainty_score":0.02388012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09782239849567308,"score_gpt":0.5519718143288558,"score_spread":0.4541494158331827,"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."}}