{"id":"W2125598437","doi":"10.1634/theoncologist.10-1-63","title":"Prior Red Blood Cell Transfusions in Cancer Patients Increase the Risk of Subsequent Transfusions With or Without Recombinant Human Erythropoietin Management","year":2005,"lang":"en","type":"review","venue":"The Oncologist","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; BC Cancer Agency; Alberta Cancer Foundation; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Epoetin alfa; Erythropoietin; Relative risk; Placebo; Blood transfusion; Confidence interval; Internal medicine; Anemia; Cancer; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008033035,0.0006347459,0.002661824,0.001070632,0.0003817644,0.001572706,0.0004600905,0.001600064,0.001547361],"category_scores_gemma":[0.01902352,0.0005614086,0.01318484,0.001740507,0.0005195385,0.0006581044,0.0004978485,0.002502338,0.0001414877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079992,"about_ca_system_score_gemma":0.000697921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001870027,"about_ca_topic_score_gemma":0.002353673,"domain_scores_codex":[0.9943568,0.003314163,0.0007923806,0.0006937906,0.0006813772,0.0001614862],"domain_scores_gemma":[0.9714403,0.02186111,0.004543466,0.001135695,0.0007247526,0.0002947162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03772938,0.0004829475,0.4544354,0.02174421,0.3301992,0.0007140035,0.0001943562,0.004102387,0.001841509,0.0008223371,0.002866685,0.1448676],"study_design_scores_gemma":[0.004438932,0.005150445,0.5044612,0.003974321,0.4600647,0.001849826,0.0001519696,0.00551703,0.001688838,0.003537807,0.009041278,0.0001235579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2864367,0.7048977,0.002713525,0.002115406,0.0005107035,0.0001319205,0.0008320322,0.00006146215,0.002300575],"genre_scores_gemma":[0.9321167,0.06379721,0.001334017,0.001090595,0.0004711641,0.00006749001,0.0005995806,0.00001711198,0.0005061201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008033035,"threshold_uncertainty_score":0.04248327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384916093373947,"score_gpt":0.3523709464523417,"score_spread":0.3085217855186022,"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."}}