{"id":"W2908301161","doi":"10.1182/blood-2018-99-110560","title":"Forty Percent of MDS Patients Wish They Received Red Blood Cell Transfusions at Higher Hemoglobin Thresholds Than They Currently Are: A Multinational Transfusion Audit","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Blood transfusion; Anemia; Quality of life (healthcare); Pediatrics; Family medicine; Internal medicine","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":[0.003596201,0.0001405618,0.0001377659,0.001144748,0.0006214897,0.0007610545,0.0004021816,0.0003329733,0.002105181],"category_scores_gemma":[0.007602962,0.0002506542,0.0002801057,0.002189869,0.0003785702,0.0004730084,0.001039865,0.0004102431,0.0005534347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185167,"about_ca_system_score_gemma":0.003294435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06917749,"about_ca_topic_score_gemma":0.08619295,"domain_scores_codex":[0.9974226,0.0008124096,0.0005800448,0.0001514123,0.0007896444,0.0002439425],"domain_scores_gemma":[0.9889194,0.001593167,0.004105832,0.000652811,0.003692915,0.001035851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006813687,0.00002911345,0.9853194,0.00006746293,0.0000113669,0.00004188361,0.0006201472,0.00003039369,0.0001348334,0.00004896112,0.004514025,0.009114156],"study_design_scores_gemma":[0.000009064507,0.0000452818,0.9917602,0.00009105059,0.0000168617,0.0001197616,0.001418158,0.0001617523,0.0002186948,0.00001528343,0.006137452,0.000006610185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856915,0.0007512652,0.0002680866,0.002505176,0.00003607144,0.0001592263,0.005762455,0.00004312512,0.004783154],"genre_scores_gemma":[0.9915763,0.001309829,0.0005077486,0.0009461721,0.00002504497,0.0001347521,0.003318285,0.00001231048,0.002169592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06917749,"threshold_uncertainty_score":0.1375496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710499241444917,"score_gpt":0.2659332042583012,"score_spread":0.2488282118438521,"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."}}