{"id":"W4390740964","doi":"10.1038/s41581-024-00807-3","title":"Overcoming barriers to deliver high quality kidney care","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Context (archaeology); Health care; Business; Nursing; Medicine; Process management; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0168933,0.0007367624,0.00211814,0.002481947,0.0003784391,0.004055503,0.001481999,0.002775482,0.007548781],"category_scores_gemma":[0.04425979,0.0003114847,0.001180749,0.003279803,0.001417889,0.003877818,0.00286119,0.00360015,0.0009705149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670792,"about_ca_system_score_gemma":0.01242829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007561817,"about_ca_topic_score_gemma":0.01108566,"domain_scores_codex":[0.9923424,0.004021218,0.0008409536,0.0003455327,0.001916972,0.0005328693],"domain_scores_gemma":[0.96906,0.0238382,0.003461407,0.0004172816,0.002587411,0.0006356871],"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":[0.0001327338,0.00009108012,0.001655273,0.0478764,0.0009233466,0.00007303363,0.0001163455,0.001898168,0.0001598329,0.06752203,0.04366737,0.8358844],"study_design_scores_gemma":[0.0002740891,0.0002229004,0.009651285,0.1410277,0.001412767,0.0005712168,0.0006757212,0.001359691,0.0003185875,0.07961358,0.7647822,0.00009031906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003334739,0.9864581,0.0006059983,0.01088848,0.0003671041,0.00001437595,0.00006270003,0.000008587393,0.001261156],"genre_scores_gemma":[0.00801534,0.9858036,0.001133537,0.003784686,0.0008523712,0.00004611053,0.00009225401,0.000008467105,0.0002637246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0168933,"threshold_uncertainty_score":0.08934134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2846251696383894,"score_gpt":0.5010169324030576,"score_spread":0.2163917627646681,"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."}}