{"id":"W3095676398","doi":"10.1182/blood-2020-138654","title":"Identifying Myeloid Mutations By NGS in Patients with Unexplained Erythrocytosis","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Myeloid; Internal medicine; Population; Hematology; Myeloproliferative neoplasm; Polycythemia vera; Immunology; Myelofibrosis; Bone marrow","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":[0.00041874,0.0002302462,0.0002138965,0.001315539,0.0004100828,0.0003957836,0.0003288487,0.0004243342,0.001431424],"category_scores_gemma":[0.001925437,0.0001256132,0.0001412728,0.0007746251,0.0004707843,0.0004639206,0.0004170243,0.0003298916,0.0002378837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354756,"about_ca_system_score_gemma":0.0004712927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206523,"about_ca_topic_score_gemma":0.003969911,"domain_scores_codex":[0.9996309,0.00005281018,0.00005966256,0.00006912409,0.0001136627,0.00007367708],"domain_scores_gemma":[0.9991073,0.0002455661,0.0003334139,0.00004148439,0.0001019713,0.0001702538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007316474,0.00001310001,0.969821,0.00002774526,0.000004522004,0.02508542,0.0001590819,0.00007716873,0.001510832,0.00004934472,0.0002267879,0.002951852],"study_design_scores_gemma":[0.00001332493,0.0002529944,0.7896568,0.00008793216,0.0000254743,0.2045895,0.0007803342,0.0009316643,0.001858374,0.0001913589,0.001600185,0.00001202996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967068,0.0007467789,0.0002049666,0.0001104427,0.000009029263,0.00003521086,0.0002019177,0.00001294593,0.00197206],"genre_scores_gemma":[0.9991463,0.0002456222,0.0003292926,0.00004071706,0.00001123891,0.000004842661,0.0001375892,0.000002498257,0.00008176777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206523,"threshold_uncertainty_score":0.004788637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326845910614437,"score_gpt":0.2317606697643504,"score_spread":0.218492210658206,"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."}}