{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004465871,0.0001799151,0.0001888146,0.0005513259,0.0002293986,0.0003530894,0.0001578781,0.0002215186,0.001153476],"category_scores_gemma":[0.001742025,0.000110912,0.0001186156,0.0005680597,0.0003112443,0.0002168987,0.0002456384,0.0003135686,0.0001434257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137131,"about_ca_system_score_gemma":0.0001437011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006879692,"about_ca_topic_score_gemma":0.0009536149,"domain_scores_codex":[0.999712,0.0001175382,0.00003738751,0.00004008066,0.00004462605,0.00004826215],"domain_scores_gemma":[0.9986404,0.0004415619,0.0005212956,0.00005589163,0.0001279349,0.0002129029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409029,0.00001149703,0.9976059,0.000009010978,0.00001226311,0.0001820295,0.0000136322,0.00003475551,0.0008188202,0.00001323186,0.00005168299,0.001106125],"study_design_scores_gemma":[0.000008777542,0.0001229409,0.9969419,0.000007105065,0.00001709543,0.002077539,0.00008297578,0.0003392889,0.0002029316,0.00006195419,0.0001346007,0.00000288754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988354,0.0006163104,0.0001246126,0.00004317133,0.000007137709,0.000005313398,0.0001063366,0.000003250776,0.0002583579],"genre_scores_gemma":[0.9997793,0.00006957565,0.00004020533,0.000008188923,0.0000144162,0.000001566468,0.00006324933,3.890599e-7,0.00002312751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001153476,"threshold_uncertainty_score":0.003858745,"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."}}