{"id":"W2922008249","doi":"10.14740/wjnu375","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Health care; Nephrology; Global health; Public health; Disease; Renal replacement therapy; Intensive care medicine; Equity (law); Workforce; Environmental health; Economic growth; Internal medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002252998,0.00009730153,0.000427597,0.001244702,0.001017289,0.001195554,0.000504278,0.0006203017,0.00466753],"category_scores_gemma":[0.009511276,0.0001227467,0.0004554318,0.002022473,0.0006483559,0.001537343,0.002522169,0.001169163,0.000218585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176704,"about_ca_system_score_gemma":0.001897726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02695601,"about_ca_topic_score_gemma":0.0285878,"domain_scores_codex":[0.9974449,0.0009238246,0.0002269081,0.0002636954,0.0004898435,0.0006508711],"domain_scores_gemma":[0.9969674,0.0009522018,0.0007785361,0.0001387398,0.0003252666,0.000837813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202726,0.0001883515,0.8978551,0.0003675906,0.0002901469,0.0002347639,0.002980616,0.0003727569,0.0001689524,0.01963219,0.01394033,0.06384891],"study_design_scores_gemma":[0.0000251334,0.00008181474,0.9516636,0.0008892962,0.0001350578,0.0004880643,0.003534363,0.0007423089,0.0001004544,0.02198377,0.02031653,0.00003961996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8604717,0.02908099,0.001403532,0.07710085,0.0005678444,0.0000673497,0.003776819,0.00003073802,0.02750017],"genre_scores_gemma":[0.9902587,0.005846829,0.0002929783,0.002281737,0.000243622,0.00002442321,0.0006364774,0.000008930806,0.0004061895],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02695601,"threshold_uncertainty_score":0.05359823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009393619848397797,"score_gpt":0.2654913161981662,"score_spread":0.2560976963497684,"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."}}