{"id":"W2171469985","doi":"10.1634/theoncologist.11-1-73","title":"Patients Previously Transfused or Treated with Epoetin Alfa at Low Baseline Hemoglobin Are at Higher Risk for Subsequent Transfusion: An Integrated Analysis of the Canadian Experience","year":2006,"lang":"en","type":"review","venue":"The Oncologist","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ozmosis Research (Canada); Regional Municipality of Durham; Royal Columbian Hospital; Saint John Regional Hospital; Mount Sinai Hospital; Lakeridge Health; Hôtel-Dieu de Québec; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Epoetin alfa; Erythropoietin; Anemia; Placebo; Internal medicine; Blood transfusion; Clinical trial; Hemoglobin; Randomized controlled trial; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004855198,0.0007372529,0.002593855,0.0002148268,0.0006266598,0.00002450658,0.0004899905,0.0004701735,0.000835821],"category_scores_gemma":[0.00008834778,0.0002877941,0.001021353,0.001615079,0.000749787,0.0000287081,0.00003127035,0.0003875292,0.000006460001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952686,"about_ca_system_score_gemma":0.001100963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1575017,"about_ca_topic_score_gemma":0.8426908,"domain_scores_codex":[0.9964046,0.0007778078,0.0009907432,0.0007727477,0.0004720165,0.0005821066],"domain_scores_gemma":[0.9969692,0.0003847253,0.0008380116,0.001165894,0.0003158662,0.0003262827],"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":[0.01112298,0.01029798,0.1887085,0.01726751,0.01737119,0.00095151,0.005750833,0.0003910323,0.00002886595,0.00002158412,0.01832617,0.7297619],"study_design_scores_gemma":[0.005580944,0.003160271,0.008446465,0.006153972,0.04380345,0.00005685802,0.0003144799,0.0001007618,0.0001304113,6.566651e-7,0.9315793,0.000672449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2885262,0.6785749,0.00005728516,0.001796212,0.0004564635,0.02085595,0.008525117,0.0002178527,0.0009899923],"genre_scores_gemma":[0.03690897,0.9400476,0.0003552625,0.0003104713,0.0001284088,0.001744705,0.006729919,0.0001481352,0.01362658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9132531,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048760332779745,"score_gpt":0.3255282268274313,"score_spread":0.2767678940476863,"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."}}