{"id":"W4415566222","doi":"10.3389/fneph.2025.1630718","title":"Impact of chronic kidney disease on health-related quality of life in adults: a systematic review and meta-analysis protocol","year":2025,"lang":"en","type":"review","venue":"Frontiers in Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Protocol (science); Quality of life (healthcare); Disease; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06574156,0.005978462,0.02224498,0.01111008,0.003172784,0.007434482,0.005793302,0.006580498,0.06681238],"category_scores_gemma":[0.08162711,0.004829715,0.02582983,0.01088754,0.004247375,0.005963476,0.00498823,0.006395868,0.007629823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126792,"about_ca_system_score_gemma":0.04591917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007860513,"about_ca_topic_score_gemma":0.01624071,"domain_scores_codex":[0.9725345,0.01194895,0.007759867,0.003240047,0.003199581,0.001317011],"domain_scores_gemma":[0.9718885,0.0116996,0.005357448,0.003645929,0.006232317,0.001176205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008425516,0.0002556189,0.00135793,0.9303824,0.01440078,0.0004518871,0.001086315,0.001210437,0.0007539414,0.003381518,0.01865785,0.01963578],"study_design_scores_gemma":[0.07254205,0.003995907,0.01377839,0.5751029,0.1191449,0.0009898696,0.001899728,0.004033866,0.002835785,0.01832111,0.1865545,0.0008011085],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006298154,0.004055537,0.001965337,0.0004012587,0.0001869118,0.9845657,0.007511733,0.0001496564,0.0005339715],"genre_scores_gemma":[0.0006361427,0.001100873,0.00245573,0.0001650204,0.000014405,0.9947408,0.000658425,0.00001095555,0.000217512],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06681238,"threshold_uncertainty_score":0.3476788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357015240122888,"score_gpt":0.3912195319541656,"score_spread":0.3476493795529368,"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."}}