{"id":"W1992853857","doi":"10.1097/00002820-200312001-00009","title":"Anemia in the Oncology Patient","year":2003,"lang":"en","type":"review","venue":"Cancer Nursing","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic Cancer Research Institute","funders":"","keywords":"Medicine; Anemia; Epoetin alfa; Erythropoietin; Internal medicine; Cancer; Erythropoiesis; Chemotherapy; Radiation therapy; Oncology","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":[0.0001058172,0.0002371033,0.0009448769,0.0000793037,0.00004897543,0.000009302428,0.00007870659,0.0002384831,0.0001816261],"category_scores_gemma":[0.00001198877,0.0001334655,0.0002100211,0.0002438282,0.0001031437,0.00001046757,0.000005639115,0.0004697292,0.00003125418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965025,"about_ca_system_score_gemma":0.0007544025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002467811,"about_ca_topic_score_gemma":0.00000522364,"domain_scores_codex":[0.9988155,0.0001766426,0.0003262654,0.0002655733,0.0001536383,0.000262396],"domain_scores_gemma":[0.999406,0.00008824148,0.0001432481,0.000283041,0.00002005171,0.00005944743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005270449,0.0001968199,0.000008672429,0.002640898,0.00002150243,0.0001913606,0.00090505,1.534987e-7,8.809608e-8,0.00003665216,0.01107901,0.9849145],"study_design_scores_gemma":[0.0003414981,0.00019863,0.000004258354,0.03760667,0.0007695488,0.0003537449,0.000461548,2.133074e-7,8.862694e-7,0.0000165335,0.9601303,0.0001161103],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002151497,0.9671502,0.000001119698,0.0009396698,0.0009163083,0.0007845439,0.000005031893,0.00001356338,0.03016801],"genre_scores_gemma":[0.00002580662,0.9983084,0.0001719619,0.0006531202,0.0002492539,0.0002097244,0.00003977116,0.00003075051,0.0003112313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847984,"threshold_uncertainty_score":0.5442566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09748945312978897,"score_gpt":0.4586401358871934,"score_spread":0.3611506827574045,"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."}}