{"id":"W2988223869","doi":"10.1182/blood-2019-126893","title":"The Clinical Application of Oncomine Myeloid Next Generation Sequencing (NGS): Comparison of Cytogenetics and NGS in Patients with Suspected Myelodysplastic Syndrome","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Myelodysplastic syndromes; Cytopenia; Internal medicine; Oncology; Myeloid leukemia; Cytogenetics; Population; Bone marrow; Biology","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":[0.001874549,0.0001677114,0.0002149449,0.0009738267,0.0002534684,0.0007042154,0.0003749761,0.0003680678,0.0007264158],"category_scores_gemma":[0.006341836,0.0001207558,0.0001182028,0.0007438858,0.0004136916,0.0004206817,0.0004979261,0.0003168608,0.0001412371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965753,"about_ca_system_score_gemma":0.0006770878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005199355,"about_ca_topic_score_gemma":0.01446506,"domain_scores_codex":[0.9990795,0.0002759664,0.0001319137,0.0001806582,0.0002473271,0.00008454932],"domain_scores_gemma":[0.9969602,0.001369327,0.0008221564,0.0001080389,0.0004241867,0.0003160275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860148,0.00001346135,0.9897389,0.00002639236,0.00001057882,0.0003223529,0.0001331428,0.0001611789,0.0006429693,0.00003603069,0.0002561972,0.008373003],"study_design_scores_gemma":[0.00001817867,0.000164207,0.9928765,0.00005215749,0.00002674962,0.002102338,0.0005084841,0.002372136,0.0007370131,0.0001104437,0.001023892,0.000007883591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969611,0.00101607,0.000323536,0.0002606773,0.00001300041,0.00001841577,0.0002683259,0.000008088111,0.001130842],"genre_scores_gemma":[0.9988814,0.0002249417,0.0005296876,0.00006222194,0.00001244152,0.000006472154,0.0002074146,0.000002582599,0.00007281903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005199355,"threshold_uncertainty_score":0.01033819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062848644944022,"score_gpt":0.3136586031007051,"score_spread":0.2730301166512649,"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."}}