{"id":"W2050824619","doi":"10.1159/000375541","title":"The Cost Effectiveness of Erythropoietin-Stimulating Agents for Treating Anemia in Patients on Dialysis: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"American Journal of Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"Canadian Institutes of Health Research; Otsuka Pharmaceutical","keywords":"Medicine; Erythropoietin; Dialysis; Anemia; Intensive care medicine; Hemoglobin; Cochrane Library; Internal medicine; Meta-analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002946231,0.0004721582,0.006800792,0.0002816128,0.00007768039,0.00001007599,0.0002896314,0.0001389702,0.000005997446],"category_scores_gemma":[0.001853264,0.0002513168,0.001052822,0.0005553042,0.0003489284,0.00002999204,0.00004768308,0.0005073099,0.000005700944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006205239,"about_ca_system_score_gemma":0.0004628061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218097,"about_ca_topic_score_gemma":0.000002819732,"domain_scores_codex":[0.9942554,0.002211236,0.002386223,0.0002877331,0.0004742059,0.000385231],"domain_scores_gemma":[0.9896516,0.004503718,0.004641821,0.0004647961,0.000573918,0.0001640997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006766519,0.0005386326,0.000601619,0.6468045,0.00140256,0.00006522693,0.0001053104,0.000009518166,4.937538e-7,0.00001260727,0.0004201981,0.3493627],"study_design_scores_gemma":[0.004213396,0.01327469,0.0002918038,0.9301507,0.01495597,0.0003527396,0.0001698672,0.000009007362,9.041211e-7,0.00001424501,0.03629406,0.0002725414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002192927,0.9926265,0.00001644376,0.0001456975,0.0001498324,0.004769128,0.00001891136,0.000006429214,0.00007411189],"genre_scores_gemma":[0.003327117,0.9955356,0.0002972773,0.0002885771,0.0001138335,0.0003005089,0.00005096698,0.00006547431,0.00002068663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3490902,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893465517507647,"score_gpt":0.3734635199007947,"score_spread":0.3345288647257182,"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."}}