{"id":"W1971888832","doi":"10.1016/j.leukres.2010.07.015","title":"What are RBC-transfusion-dependence and -independence?","year":2010,"lang":"en","type":"letter","venue":"Leukemia Research","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Independence (probability theory); Medicine; Erythropoiesis; Anemia; Intensive care medicine; Interval (graph theory); Transfusion therapy; Blood transfusion; Internal medicine; Statistics; Mathematics","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":[0.003601208,0.0003747994,0.001509967,0.0006635898,0.001856813,0.001985848,0.0009747493,0.01623914,0.004721413],"category_scores_gemma":[0.0245851,0.0004606612,0.0006709928,0.000911627,0.002109191,0.004350455,0.0007394736,0.01570464,0.001853604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003386767,"about_ca_system_score_gemma":0.002562503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336356,"about_ca_topic_score_gemma":0.006653509,"domain_scores_codex":[0.9971501,0.001363814,0.0005042488,0.0001877966,0.0005298625,0.0002640745],"domain_scores_gemma":[0.9884063,0.007750912,0.001056551,0.0002346657,0.001176824,0.00137468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009029655,0.0004450229,0.04280535,0.0005546822,0.000209918,0.02351489,0.0005967222,0.0002243701,0.0006686436,0.01933702,0.772546,0.1381944],"study_design_scores_gemma":[0.0008935748,0.000576608,0.05857575,0.002594803,0.0004517823,0.09529865,0.004551613,0.001808935,0.0009764939,0.09489826,0.7391219,0.0002515845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004052752,0.00803752,0.0001039815,0.9773722,0.005171124,0.000008169064,0.00006560414,0.000007621525,0.005180994],"genre_scores_gemma":[0.08816879,0.01902205,0.0006191451,0.7857725,0.09824103,0.00005436847,0.0001436913,0.00001832557,0.007960044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01623914,"threshold_uncertainty_score":0.02457285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272011493768677,"score_gpt":0.3645420701961772,"score_spread":0.3018219552584905,"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."}}