{"id":"W2979884819","doi":"10.1182/blood.v114.22.4538.4538","title":"Erythropoietin Stimulating Agents (ESAs): Reassessment of Use in Cancer and Chronic Kidney Disease (CKD) Settings in the United States, Canada, and Europe.","year":2009,"lang":"en","type":"article","venue":"Blood","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reimbursement; Kidney disease; Cancer; Anemia; Internal medicine; Dialysis; Intensive care medicine; Darbepoetin alfa; Erythropoietin; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00458888,0.0002522495,0.0005321187,0.005817265,0.0009700832,0.002031799,0.001094042,0.0008859472,0.0006106654],"category_scores_gemma":[0.01305066,0.0002627546,0.0006262423,0.01264095,0.0008539265,0.0008731051,0.0006356479,0.0009556336,0.0001441818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03173764,"about_ca_system_score_gemma":0.06387556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9641356,"about_ca_topic_score_gemma":0.9696224,"domain_scores_codex":[0.9948686,0.0002952562,0.0008179395,0.000373373,0.0032055,0.0004393286],"domain_scores_gemma":[0.9668564,0.001806657,0.007502624,0.0002821587,0.02152936,0.002022801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712996,0.00008909974,0.8873394,0.001014846,0.0001501156,0.0003174519,0.0009969703,0.0003723737,0.0002505462,0.0003269949,0.0228496,0.08602133],"study_design_scores_gemma":[0.00001902464,0.00006978904,0.9824477,0.0007333277,0.0001247108,0.0002421799,0.001186403,0.0004663255,0.0002418154,0.00003370571,0.01440271,0.00003234594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.721829,0.1708428,0.0005660315,0.03614831,0.0003297125,0.0005082584,0.05376949,0.0001886991,0.01581754],"genre_scores_gemma":[0.9186722,0.0606875,0.001690311,0.00589473,0.0001452683,0.000104005,0.01131527,0.00003075229,0.001460046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03586441,"threshold_uncertainty_score":0.2302738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182380140042715,"score_gpt":0.2827385008421894,"score_spread":0.2645004868379179,"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."}}