{"id":"W2042562507","doi":"10.1038/nrneph.2014.145","title":"Economic evaluation of dialysis therapies","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; McMaster University; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Dialysis; Peritoneal dialysis; Modalities; Transplantation; Health care; Allocative efficiency; Kidney disease; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00359223,0.0004544268,0.005536065,0.0004632703,0.00002911927,0.00001078381,0.0002620506,0.0009114756,0.00133768],"category_scores_gemma":[0.000299235,0.0002714441,0.002397744,0.0002753624,0.00009655341,0.0000256817,0.00008374733,0.0006175454,0.0004781944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989911,"about_ca_system_score_gemma":0.0003300716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004269566,"about_ca_topic_score_gemma":0.00001232927,"domain_scores_codex":[0.9958162,0.001672124,0.001364594,0.0005448278,0.0003696489,0.0002326475],"domain_scores_gemma":[0.997354,0.0001737027,0.001263128,0.0009603421,0.0001463626,0.000102413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009279033,0.00006027133,0.000003204748,0.02141599,0.001549739,0.000001491491,0.00001042652,0.000001555559,3.729421e-7,0.0005243634,0.01056854,0.9658548],"study_design_scores_gemma":[0.0003582861,0.00008176287,0.00003124107,0.005286389,0.03920852,0.00001086364,0.000001050041,0.00003203503,1.152066e-7,0.0001014979,0.9547054,0.0001828688],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008192152,0.9917254,0.0000114326,0.000171331,0.0003839586,0.002700404,0.00001628256,0.00001682645,0.004966189],"genre_scores_gemma":[0.00003141167,0.9972557,0.0001399752,0.0008203001,0.0007999436,0.0002568523,0.0004583156,0.00004254256,0.0001949353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9656719,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613805593310182,"score_gpt":0.3900074169837458,"score_spread":0.343869361050644,"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."}}