{"id":"W3158809461","doi":"10.1159/000515541","title":"Tackling Dialysis Burden around the World: A Global Challenge","year":2021,"lang":"en","type":"article","venue":"Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Barts Charity","keywords":"Medicine; China; Promotion (chess); Peritoneal dialysis; Intensive care medicine; Dialysis; Economic growth; Kidney transplantation; Renal replacement therapy; Kidney disease; Transplantation; Family medicine; Political science; Internal medicine; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004876709,0.0008844775,0.001272081,0.001461417,0.002692947,0.006168299,0.001121267,0.004833149,0.01070998],"category_scores_gemma":[0.005318639,0.0002622278,0.0009902994,0.001682263,0.001900319,0.008086693,0.005540987,0.007503124,0.00205433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014262,"about_ca_system_score_gemma":0.008562252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868582,"about_ca_topic_score_gemma":0.003281069,"domain_scores_codex":[0.997927,0.0007255923,0.0001720475,0.0002279476,0.0005235284,0.0004238958],"domain_scores_gemma":[0.9945259,0.001151527,0.000480185,0.0001979054,0.0015557,0.00208885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001329186,0.0002761665,0.009154968,0.002954781,0.0002211116,0.0009973821,0.003697178,0.0006410374,0.002540763,0.04342993,0.4999573,0.4359964],"study_design_scores_gemma":[0.00002473369,0.0001488597,0.007466869,0.002121541,0.0001000749,0.001176829,0.00813348,0.000392522,0.00046808,0.01858831,0.9613141,0.00006460065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006227294,0.1283926,0.002772107,0.8359033,0.01209666,0.00004700575,0.0004091998,0.000170223,0.01398157],"genre_scores_gemma":[0.1708763,0.4248495,0.01569594,0.3364789,0.03463732,0.0002215284,0.001146399,0.0001937356,0.01590049],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01070998,"threshold_uncertainty_score":0.03582841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349403207768364,"score_gpt":0.2812553205875232,"score_spread":0.2677612885098396,"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."}}