{"id":"W4405039826","doi":"10.1182/blood-2024-194441","title":"Improvement in Quality of Life in MDS Patients Who Become Transfusion Independent after Treatment","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; McGill University Health Centre; McGill University; McMaster University; St. Paul's Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Queen Elizabeth II Health Sciences Centre; MPB Technologies & Communications (Canada); University of Alberta; Baker Hughes (Canada); Princess Margaret Cancer Centre; University of Calgary; University of Manitoba; Juravinski Cancer Centre; Jewish General Hospital; Sunnybrook Health Science Centre; Saskatchewan Cancer Agency; Ottawa Hospital; Health Sciences Centre; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Blood transfusion; Quality of life (healthcare); Intensive care medicine; Internal medicine; Nursing","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":[0.0006774353,0.0001272217,0.0002660562,0.000436177,0.0003560436,0.0005580798,0.0002329423,0.0001911398,0.001449571],"category_scores_gemma":[0.001980485,0.0000721296,0.0004269571,0.0008968572,0.0001874817,0.0002999527,0.0004215849,0.0004746667,0.0001265246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788942,"about_ca_system_score_gemma":0.0006378563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004606952,"about_ca_topic_score_gemma":0.006852611,"domain_scores_codex":[0.99965,0.00008081063,0.00004256392,0.00006092924,0.00008515157,0.00008053582],"domain_scores_gemma":[0.9988191,0.00009546315,0.0007204243,0.00003309051,0.0001237222,0.0002082277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550059,0.00006528902,0.9929616,0.00003659334,0.00007107863,0.00005259054,0.00009996094,0.00008832364,0.0001634603,0.00002947632,0.0004955999,0.005580994],"study_design_scores_gemma":[0.00002123707,0.0001985113,0.9986082,0.00002441599,0.0000414145,0.0001542609,0.00009676053,0.0001248583,0.00007117527,0.00003405232,0.0006196331,0.000005508358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970655,0.0005905786,0.00008531784,0.0001420138,0.00001259689,0.00003153375,0.001231682,0.00000567832,0.0008351307],"genre_scores_gemma":[0.9984283,0.0001693283,0.0001146819,0.00006062163,0.00001086667,0.00002857785,0.001027073,9.711498e-7,0.0001596302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004606952,"threshold_uncertainty_score":0.00916028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104945883732174,"score_gpt":0.4547039329483889,"score_spread":0.3497580492162149,"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."}}