{"id":"W2980212795","doi":"10.1182/blood.v118.21.3426.3426","title":"Screening Patients with Myelodysplastic Syndrome and Aplastic Anemia for Paroxysmal Nocturnal Hemoglobinuria Clones: A Retrospective Study,","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Health Sciences Centre; University of Toronto; London Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Paroxysmal nocturnal hemoglobinuria; Bone marrow failure; Aplastic anemia; Medicine; Hemoglobinuria; Myelodysplastic syndromes; clone (Java method); Bone marrow; Internal medicine; Immunology; Anemia; Gastroenterology; Stem cell; Haematopoiesis; 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":[0.0007151227,0.0004146903,0.000475092,0.0008718196,0.0007475676,0.0006771919,0.0003844401,0.0006356542,0.001882897],"category_scores_gemma":[0.001949785,0.0005798402,0.0004764221,0.000925276,0.000535437,0.0005521836,0.0005295898,0.0004888549,0.000442122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468002,"about_ca_system_score_gemma":0.0005023719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728959,"about_ca_topic_score_gemma":0.002356955,"domain_scores_codex":[0.9991816,0.0001709205,0.0001030997,0.0003113134,0.0001368788,0.00009619449],"domain_scores_gemma":[0.9984418,0.0003753798,0.0004855102,0.0001925663,0.0001869689,0.0003177868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875178,0.00007028632,0.9983512,0.0000135612,0.00003474445,0.000347954,0.00009000953,0.00001356239,0.0003350028,0.00001151354,0.00004116918,0.0005035821],"study_design_scores_gemma":[0.00006251964,0.001253519,0.9925948,0.00002117782,0.0001118152,0.004384606,0.0005538751,0.000194212,0.000287177,0.0000194731,0.0005057617,0.00001110036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992286,0.00027994,0.00007597236,0.00001095579,0.000003770437,0.00002153116,0.0001288978,0.000002633608,0.0002476092],"genre_scores_gemma":[0.9994362,0.00012461,0.00008215955,0.00003953666,0.0000107632,0.00001743703,0.0002002078,0.000002119265,0.00008696411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728959,"threshold_uncertainty_score":0.006298959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170715793888855,"score_gpt":0.2050445877361751,"score_spread":0.1933374297972866,"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."}}