{"id":"W4200275091","doi":"10.1182/blood-2021-148230","title":"Spectrum of Myeloid Mutations in Patients with Elevated Hemoglobin","year":2021,"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; Internal medicine; Genetic testing; Population; Hemoglobin; Incidence (geometry); Oncology; Genetics; 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":[0.0003837435,0.0001999614,0.0001786504,0.001018575,0.0002823696,0.0003459406,0.0002448658,0.0002832815,0.002008155],"category_scores_gemma":[0.001605501,0.00009811381,0.0001198278,0.0006239723,0.0002395073,0.0002277869,0.0003088467,0.0002085633,0.0002851868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312982,"about_ca_system_score_gemma":0.000226629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009589955,"about_ca_topic_score_gemma":0.001483314,"domain_scores_codex":[0.9996969,0.00004318257,0.00005172626,0.00007546041,0.00008637506,0.00004645369],"domain_scores_gemma":[0.9993433,0.0001512836,0.0002729801,0.00002472991,0.00009905038,0.0001086769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008427782,0.00001048817,0.9920597,0.000009525502,0.000006017256,0.003462702,0.0001158647,0.00006016795,0.001582376,0.0000397028,0.000209313,0.002359707],"study_design_scores_gemma":[0.00001047535,0.0001099082,0.9747541,0.00002213497,0.00001839185,0.02323219,0.000264912,0.0003791576,0.0007129185,0.0001111355,0.0003781053,0.000006470559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984414,0.0001990588,0.000102712,0.00005932834,0.000002959452,0.00001128821,0.0002043579,0.00001171174,0.0009672066],"genre_scores_gemma":[0.9995893,0.00006556234,0.0001260095,0.00002967414,0.000004487304,0.000003599614,0.0001264744,0.000002261296,0.00005262443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008155,"threshold_uncertainty_score":0.00671798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006602397248185671,"score_gpt":0.2213234382481884,"score_spread":0.2147210410000027,"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."}}