{"id":"W2119363129","doi":"10.1093/ndtplus/sfp097","title":"A meta-analysis of the relative doses of erythropoiesis-stimulating agents in patients undergoing dialysis","year":2009,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"PharmIdeas (Canada)","funders":"Amgen","keywords":"Darbepoetin alfa; Medicine; Epoetin alfa; Dosing; Dialysis; Randomized controlled trial; Internal medicine; Kidney disease; Erythropoietin; Meta-analysis; Observational study; Erythropoiesis; Intensive care medicine; Anemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139098,0.0001828075,0.001706902,0.0002761949,0.0001020827,0.00001186383,0.0001676735,0.0001360552,0.0005590933],"category_scores_gemma":[0.004911611,0.0001012748,0.003123777,0.001085121,0.0002114478,0.00009235337,0.00005523621,0.0005367561,0.000002860598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009285552,"about_ca_system_score_gemma":0.0002606744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001395138,"about_ca_topic_score_gemma":0.000009098249,"domain_scores_codex":[0.996578,0.0004981181,0.00186869,0.0002410787,0.0005945133,0.0002196183],"domain_scores_gemma":[0.9968611,0.001065238,0.001119661,0.0003843296,0.000272841,0.0002968594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183344,0.00170904,0.9337574,0.00001850556,0.06193903,0.00001391833,0.0004316662,0.0002924807,0.00002751519,0.00006700127,0.0006079964,0.0009520833],"study_design_scores_gemma":[0.003867977,0.001018678,0.8204229,0.0001385608,0.1731229,0.000003773434,0.0001390077,0.0003405921,0.000131803,0.0006751565,0.00004381207,0.00009487393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910333,0.0002980152,0.0001281677,0.006931593,0.0001483992,0.0002307847,0.00002204672,0.000007134731,0.001200562],"genre_scores_gemma":[0.9957667,0.0001787244,0.002490213,0.001229983,0.00005417904,0.000001232011,0.00001111256,0.000009631312,0.0002582191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133345,"threshold_uncertainty_score":0.6121679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512738322270139,"score_gpt":0.4026874284359268,"score_spread":0.2514135962089129,"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."}}