{"id":"W4410855647","doi":"10.34067/kid.0000000713","title":"High Treatment Burden and Low Quality of Life in Acute Kidney Injury Survivors","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Medicine; Acute kidney injury; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553823,0.0001429712,0.0005281737,0.0002297105,0.00002323615,0.00001294045,0.00006104587,0.00005978196,0.000121389],"category_scores_gemma":[0.0002476116,0.000105298,0.0001163615,0.000315281,0.00006710117,0.00003189421,0.00005683551,0.00005579282,0.000009637407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007735505,"about_ca_system_score_gemma":0.0002585158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527681,"about_ca_topic_score_gemma":0.00005741827,"domain_scores_codex":[0.9988931,0.00008755512,0.0004110924,0.0002547074,0.0001887372,0.000164777],"domain_scores_gemma":[0.99919,0.00003333432,0.00007965343,0.0003123736,0.00004287932,0.0003417433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005245556,0.0041417,0.7065675,0.005292317,0.007488332,0.0001864545,0.002263487,0.00005611675,0.02242757,0.02425184,0.1173122,0.1047669],"study_design_scores_gemma":[0.009434544,0.0005575116,0.9340677,0.0008864418,0.001195968,5.333602e-7,0.0002696629,0.0003023131,0.004837679,0.001079631,0.0470242,0.0003437702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819263,0.0002287564,0.0000240689,0.009572625,0.0001933706,0.0004191354,0.0001385796,0.00002631447,0.007470828],"genre_scores_gemma":[0.9929017,0.0005909336,0.0001132136,0.001865898,0.00006454372,0.00003144649,0.0001089109,0.000008565585,0.004314831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2275003,"threshold_uncertainty_score":0.6844528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197626191578765,"score_gpt":0.2973095470124963,"score_spread":0.2853332850967087,"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."}}