{"id":"W2982553809","doi":"10.1136/bmj.l5873","title":"Status of care for end stage kidney disease in countries and regions worldwide: international cross sectional survey","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; University of British Columbia; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"International Society of Nephrology","keywords":"Medicine; Renal replacement therapy; Nephrology; Kidney disease; Peritoneal dialysis; Dialysis; Kidney transplantation; Population; Transplantation; End stage renal disease; Environmental health; Disease; Intensive care medicine; Internal medicine","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":[0.002013195,0.000328055,0.0003470406,0.001254287,0.0003080334,0.0005475205,0.0004808304,0.0004890859,0.002076032],"category_scores_gemma":[0.003714797,0.0003253549,0.0004345321,0.002311203,0.0002887906,0.00133431,0.0009803239,0.0008122714,0.0005392765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884015,"about_ca_system_score_gemma":0.0005844579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007749081,"about_ca_topic_score_gemma":0.007545176,"domain_scores_codex":[0.9989852,0.0002899331,0.0002157787,0.0001645537,0.0001933335,0.0001512342],"domain_scores_gemma":[0.9955772,0.0004080993,0.002839107,0.0001571727,0.0005460577,0.0004723431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001670594,0.00003648268,0.997299,0.00005143127,0.00003967677,0.00002135644,0.000235639,0.00005133126,0.00005417495,0.00002352338,0.001142604,0.001028024],"study_design_scores_gemma":[0.000004220509,0.00005248731,0.99829,0.00002943412,0.00001133416,0.00007311003,0.0006178391,0.00005579114,0.0000255741,0.00001065925,0.000824715,0.000004739091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694882,0.0005325481,0.0003276403,0.0004530046,0.00001995073,0.0001806235,0.02554475,0.00002701929,0.003426221],"genre_scores_gemma":[0.9821066,0.0006679991,0.0007657472,0.0003716433,0.00002591757,0.0004023382,0.01501439,0.000008597983,0.000636914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007749081,"threshold_uncertainty_score":0.01540798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341477338096766,"score_gpt":0.341514826989392,"score_spread":0.3181000536084243,"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."}}