{"id":"W2883904868","doi":"10.1093/ndt/gfy204","title":"Regional variation in the treatment and prevention of peritoneal dialysis-related infections in the Peritoneal Dialysis Outcomes and Practice Patterns Study","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McGill University; Jewish General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Fresenius Medical Care North America; National Health and Medical Research Council; Medical Research Council; Kidney Research UK; Canadian Institutes of Health Research; National Institute for Health and Care Research; AstraZeneca; Patient-Centered Outcomes Research Institute; National Research Council of Thailand; Chulalongkorn University; Baxter International","keywords":"Medicine; Peritoneal dialysis; Peritonitis; Mupirocin; Dialysis; Guideline; Internal medicine; Intensive care medicine; Methicillin-resistant Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001472002,0.0001840429,0.0002952857,0.0008407203,0.0002808569,0.0006662085,0.0006047103,0.0004216816,0.0008503623],"category_scores_gemma":[0.004316048,0.0002678603,0.0004916293,0.001971776,0.000232093,0.000528635,0.0009507341,0.0004912749,0.0002061829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633746,"about_ca_system_score_gemma":0.0008140264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03226431,"about_ca_topic_score_gemma":0.03086633,"domain_scores_codex":[0.9986873,0.0004389396,0.0002034258,0.0003037378,0.0001858932,0.0001807042],"domain_scores_gemma":[0.9954408,0.0005533842,0.002304862,0.0003158837,0.0007701201,0.0006148512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002115651,0.00001070278,0.9990779,0.00000858138,0.00003468171,0.00001604899,0.000135912,0.00001909062,0.00004468122,0.000009183782,0.0001001874,0.000521867],"study_design_scores_gemma":[0.000003457207,0.00002065053,0.9993984,0.000006122312,0.00001063931,0.00005315498,0.0002854434,0.00007881161,0.00001486007,0.000004950072,0.0001215104,0.000001993421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977805,0.0002482164,0.0001059961,0.0001063475,0.000004462057,0.0000182785,0.001340525,0.000003959155,0.0003917292],"genre_scores_gemma":[0.9989259,0.0001074001,0.0001080497,0.00002851546,0.000004217993,0.00001920199,0.0007170684,0.000002814072,0.00008698039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03226431,"threshold_uncertainty_score":0.06415308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883034311503602,"score_gpt":0.3076919374144827,"score_spread":0.2888615942994467,"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."}}