{"id":"W4414125185","doi":"10.1038/s41581-025-01000-w","title":"Guidelines for the use of economic evaluation to inform policies around access to treatment for kidney failure","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Katolik Indonesia Atma Jaya; King Chulalongkorn Memorial Hospital; State University of Zanzibar; Conservatoire National des Arts et Métiers; Universitas Indonesia; Universitetet i Oslo; Radboud Universitair Medisch Centrum; Kwame Nkrumah University of Science and Technology; Radboud Universiteit; Chulalongkorn University; Shahed University; University of Alberta","keywords":"Guideline; Economic evaluation; Dialysis; Cost–benefit analysis; MEDLINE; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01780977,0.0007164038,0.00650953,0.001077497,0.0003058127,0.0002022992,0.001198773,0.001154398,0.000134163],"category_scores_gemma":[0.03718179,0.0005633566,0.001415468,0.0005276998,0.00005590749,0.0005058782,0.0002107075,0.000315169,0.0003809733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164142,"about_ca_system_score_gemma":0.002049203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364682,"about_ca_topic_score_gemma":0.001336338,"domain_scores_codex":[0.9883752,0.0005585899,0.00926045,0.001024959,0.000096515,0.0006842568],"domain_scores_gemma":[0.984535,0.007371341,0.005692359,0.001543748,0.0005809305,0.0002765876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002126266,0.00002482943,0.0000102095,0.01512313,0.0003973429,2.332807e-8,0.0001138353,0.000264353,1.74999e-8,0.02182407,0.6206151,0.3416059],"study_design_scores_gemma":[0.0005137484,0.0002321068,0.00001019057,0.003485492,0.0006779456,0.000003801452,0.00001766037,0.0006133048,1.17003e-7,0.001137494,0.9928912,0.0004169628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002525421,0.865922,0.004435259,0.09609964,0.001658748,0.02699097,0.004780581,0.00002149161,0.00008875477],"genre_scores_gemma":[4.667767e-7,0.8804737,0.01054337,0.08779742,0.001415489,0.01800774,0.0007693412,0.00006098932,0.0009315468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3722761,"threshold_uncertainty_score":0.9996818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7584379312401935,"score_gpt":0.6061740661371933,"score_spread":0.1522638651030003,"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."}}