{"id":"W2979263498","doi":"10.3747/pdi.2018.00249","title":"International Anemia Prevalence and Management in Peritoneal Dialysis Patients","year":2019,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Kidney Research UK","keywords":"Medicine; Peritoneal dialysis; Anemia; Transferrin saturation; Internal medicine; Ferritin; Hemoglobin; Pediatrics; Serum ferritin","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":[0.000691756,0.0001598078,0.0001839022,0.001189319,0.0003179747,0.0006675591,0.000344841,0.0002047996,0.00162078],"category_scores_gemma":[0.002584718,0.000108926,0.0002838233,0.001801129,0.0002572943,0.000469061,0.0007101213,0.0004138718,0.0001372159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005840757,"about_ca_system_score_gemma":0.0004192039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007548601,"about_ca_topic_score_gemma":0.00547468,"domain_scores_codex":[0.9994578,0.0001177728,0.0001324104,0.0001089366,0.0001181385,0.00006491492],"domain_scores_gemma":[0.9979451,0.0001413987,0.001453109,0.00004839706,0.0002070483,0.0002048851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001599779,0.00001164777,0.9966853,0.00002557186,0.00002456959,0.00002229879,0.0001100642,0.0000237299,0.00002637142,0.00005922348,0.0003555589,0.002639679],"study_design_scores_gemma":[0.000004294975,0.00002480102,0.9980183,0.00004729407,0.00001642158,0.000356643,0.0003479033,0.000119223,0.00002915115,0.0000696414,0.0009634093,0.000002957865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889368,0.002985362,0.0002405784,0.000763452,0.00002378072,0.00004192472,0.002016387,0.00001646253,0.004975233],"genre_scores_gemma":[0.9978418,0.0008107186,0.0002786723,0.0001319491,0.00002630265,0.0000279654,0.0007384458,0.000002132333,0.0001419521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007548601,"threshold_uncertainty_score":0.01500934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007247940535274069,"score_gpt":0.2667683013240517,"score_spread":0.2595203607887776,"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."}}