{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008095231,0.001070688,0.004110421,0.002854622,0.001504391,0.002347426,0.001344546,0.000861698,0.002683657],"category_scores_gemma":[0.01886296,0.0005697724,0.008013873,0.01321946,0.0007549159,0.0005488736,0.001031238,0.001567269,0.0001275722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.017958,"about_ca_system_score_gemma":0.0308528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9015011,"about_ca_topic_score_gemma":0.9385486,"domain_scores_codex":[0.992699,0.001947498,0.0009292238,0.001073648,0.002565001,0.0007856913],"domain_scores_gemma":[0.981025,0.004964684,0.005094652,0.001058448,0.006472001,0.001385246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01523983,0.000131003,0.8463613,0.008971909,0.06710622,0.0004209015,0.00107343,0.001501738,0.0006887922,0.001066343,0.006331705,0.0511068],"study_design_scores_gemma":[0.002132998,0.0006277819,0.8879413,0.002279119,0.09324673,0.0004570945,0.0009172119,0.00169724,0.0002544376,0.0003818829,0.009869057,0.0001950923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7715873,0.1932887,0.001931582,0.002484342,0.0001724757,0.0005903483,0.02477909,0.00003994875,0.005126182],"genre_scores_gemma":[0.9651157,0.02536563,0.002033364,0.0007900912,0.0000887191,0.0001193264,0.005932865,0.00002605274,0.0005283572],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09849894,"threshold_uncertainty_score":0.198158,"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."}}