{"id":"W2155971057","doi":"10.1016/j.clml.2015.09.001","title":"Effect of Red Blood Cell Transfusion Dependence on the Natural History of Myeloproliferative Neoplasm-Associated Myelofibrosis","year":2015,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"American Society of Hematology","keywords":"Medicine; Myelofibrosis; Myeloproliferative neoplasm; Natural history; Blood transfusion; Neoplasm; Internal medicine; Pathology; Bone marrow","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":[0.001290631,0.0001511589,0.0002989224,0.0003264181,0.0003554501,0.0005108056,0.0003107616,0.0003958547,0.001719352],"category_scores_gemma":[0.007084169,0.0001106974,0.0003979512,0.0002577777,0.000381529,0.0004449683,0.0002318137,0.0007662438,0.0001493148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381765,"about_ca_system_score_gemma":0.0006165821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015922,"about_ca_topic_score_gemma":0.001660412,"domain_scores_codex":[0.9994113,0.0003289144,0.00003581718,0.00006014275,0.00007465752,0.0000889999],"domain_scores_gemma":[0.9921679,0.004324208,0.001458294,0.0004385553,0.0002951232,0.001315847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01983305,0.00131898,0.9452568,0.0000302703,0.0002781512,0.0008468472,0.000155094,0.0004393023,0.002910317,0.0002733358,0.0005604855,0.02809731],"study_design_scores_gemma":[0.00008600223,0.003663898,0.9930569,0.0000124987,0.0001464265,0.0009967489,0.0001151745,0.0005780708,0.0004970708,0.0001423053,0.0006918839,0.00001299164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971957,0.00113265,0.00005015338,0.0001897307,0.00002365905,0.000005355574,0.0001203099,0.00000530324,0.001277082],"genre_scores_gemma":[0.9994611,0.0001255287,0.00002349053,0.00004092468,0.00002926262,0.000001936962,0.00008499789,0.000001505758,0.0002311635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719352,"threshold_uncertainty_score":0.006825626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921214319194814,"score_gpt":0.2926505366442652,"score_spread":0.2634383934523171,"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."}}