{"id":"W3183745854","doi":"10.1111/nep.13935","title":"Building optimal and sustainable kidney care in low resource settings: The role of healthcare systems","year":2021,"lang":"en","type":"review","venue":"Nephrology","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health care; Medicine; Healthcare system; Population; Economic growth; Environmental health; Economics","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":[0.004485465,0.0006669505,0.001291963,0.002020296,0.0007057606,0.003863756,0.001047569,0.00225828,0.002978814],"category_scores_gemma":[0.00762669,0.0002672756,0.0009952722,0.003027931,0.001835929,0.004159685,0.002427521,0.00175109,0.0004015396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701896,"about_ca_system_score_gemma":0.01219817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007889569,"about_ca_topic_score_gemma":0.008499702,"domain_scores_codex":[0.9974887,0.001524969,0.0001843477,0.0001197173,0.0003886625,0.0002935847],"domain_scores_gemma":[0.9958259,0.003020801,0.0004474155,0.00008704088,0.0004672046,0.0001516311],"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":[0.0000544272,0.000124917,0.002772189,0.06972557,0.0007004388,0.0002207413,0.0008046631,0.005682977,0.0002556464,0.2829336,0.02853525,0.6081895],"study_design_scores_gemma":[0.00006589366,0.0001685199,0.009028292,0.1041327,0.0006336475,0.0005781963,0.002594176,0.001849387,0.0003838717,0.1089651,0.7715264,0.00007376284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009385768,0.9771153,0.001343691,0.01625863,0.0002946779,0.00002690174,0.00006118223,0.00001005675,0.003950964],"genre_scores_gemma":[0.02396995,0.9716136,0.001534215,0.002168651,0.0003395908,0.00005334157,0.00004279344,0.000004241219,0.0002734832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007889569,"threshold_uncertainty_score":0.02685928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663687665843579,"score_gpt":0.2718475833403222,"score_spread":0.2552107066818864,"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."}}