{"id":"W2603194473","doi":"10.1002/ajh.24740","title":"Monocytosis in polycythemia vera: Clinical and molecular correlates","year":2017,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Monocytosis; Leukocytosis; Medicine; Chronic myelomonocytic leukemia; Internal medicine; Gastroenterology; Myelofibrosis; Univariate analysis; Myeloid; Neutrophilia; Myelodysplastic syndromes; Bone marrow; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424745,0.0001163474,0.000838966,0.0001033757,0.00006075298,0.00001668202,0.00009778117,0.00005703469,0.00002443062],"category_scores_gemma":[0.0003717308,0.00008440887,0.0001172098,0.00003902204,0.0006083099,0.00005734761,0.00004520335,0.0002829194,0.000007542787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002341069,"about_ca_system_score_gemma":0.00009507971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004304851,"about_ca_topic_score_gemma":0.00001095957,"domain_scores_codex":[0.9989672,0.00008914712,0.000519296,0.0001483687,0.0001073029,0.0001686582],"domain_scores_gemma":[0.9987152,0.0002319866,0.0005832067,0.0002298912,0.00007303256,0.0001666426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003863439,0.0002216761,0.9755821,0.000007658016,0.0001926678,0.001853993,0.0001037177,5.872429e-7,0.000102153,0.001238688,0.0001917831,0.02011861],"study_design_scores_gemma":[0.005076448,0.003644663,0.9741372,0.0002624784,0.0002293477,0.008624421,0.0003325638,0.00007127785,0.006064669,0.000745378,0.0006762862,0.000135258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895933,0.001044432,0.00005967103,0.0086097,0.0001243467,0.00008620918,8.996897e-7,0.00000311943,0.0004783509],"genre_scores_gemma":[0.996331,0.0009766695,0.001989486,0.0006336562,0.00004132969,0.000004420711,4.555733e-7,0.00001089325,0.00001209071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998336,"threshold_uncertainty_score":0.3442094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215585173471154,"score_gpt":0.3548832589571282,"score_spread":0.3333247416100129,"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."}}