{"id":"W4394579980","doi":"10.1016/j.kisu.2024.01.003","title":"Capacity for the management of kidney failure in the International Society of Nephrology North America and the Caribbean region: report from the 2023 ISN Global Kidney Health Atlas (ISN-GKHA)","year":2024,"lang":"en","type":"review","venue":"Kidney International Supplements","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; McGill University Health Centre; University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; McMaster Children's Hospital; Université de Montréal; University of Alberta; University of British Columbia; University of Calgary; Centre Hospitalier de l’Université de Montréal","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; Department of Medicine, University of California, San Francisco; University of California, San Francisco; University of North Carolina at Chapel Hill; Brigham and Women's Hospital; Universiteit Stellenbosch; School of Medicine, Duke University; Faculty of Medicine and Dentistry, University of Alberta; Chinese University of Hong Kong; Queen's University; University of Queensland; Iran University of Medical Sciences; Vanderbilt University; McMaster University; Perelman School of Medicine, University of Pennsylvania; Vanderbilt University Medical Center; Children's Hospital of Philadelphia; Hamilton Health Sciences; University of Alberta; University of Toronto; U.S. Department of Veterans Affairs; International Society of Nephrology; Wayne State University; Postgraduate Institute of Medical Education and Research, Chandigarh; Cleveland Clinic; Weill Cornell Medical College; University of Pennsylvania; McGill University Health Centre; McGill University","keywords":"Nephrology; Medicine; Internal medicine; Kidney disease; Kidney; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00223941,0.0009366276,0.002137584,0.00378835,0.0003664638,0.001605517,0.001316906,0.001136591,0.005124691],"category_scores_gemma":[0.004078198,0.0003256062,0.001544995,0.005693279,0.0003900898,0.001754967,0.001440875,0.00211286,0.001129301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776165,"about_ca_system_score_gemma":0.009047784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02245233,"about_ca_topic_score_gemma":0.0403052,"domain_scores_codex":[0.9993417,0.0001212746,0.0001478347,0.00005606343,0.0002728807,0.00006022505],"domain_scores_gemma":[0.9981597,0.0007847075,0.0004100583,0.00002275116,0.0004684782,0.0001543193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009492827,0.00005402999,0.0004262874,0.06388696,0.0004274338,0.00004153858,0.00006057318,0.0004481503,0.0001521622,0.003627329,0.09481072,0.8359699],"study_design_scores_gemma":[0.00007789995,0.00007678194,0.003452322,0.07980335,0.001191209,0.0002992354,0.0001416386,0.0001811921,0.0001031364,0.001798276,0.9128385,0.00003643584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000445356,0.9982808,0.00004273033,0.0008035318,0.0002045662,0.000007162405,0.0001240569,0.000006752279,0.0004859133],"genre_scores_gemma":[0.0003768382,0.998861,0.0001686426,0.0003128338,0.00008399804,0.000009936906,0.00008801299,0.000001233957,0.00009757017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02245233,"threshold_uncertainty_score":0.04464328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775174843714788,"score_gpt":0.3371666017470097,"score_spread":0.2994148533098618,"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."}}