{"id":"W1549205306","doi":"10.1016/b978-0-12-385493-3.00013-9","title":"Clinical Utility of Flow Cytometry in the Study of Erythropoiesis and Nonclonal Red Cell Disorders","year":2011,"lang":"en","type":"review","venue":"Methods in cell biology","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Biology; Erythropoiesis; Flow cytometry; Hereditary spherocytosis; Bone marrow; Haematopoiesis; Immunology; Red blood cell; Cell; Fetal hemoglobin; Population; Cell cycle; Stem cell; Cell biology; Red Cell; Anemia; Fetus; Internal medicine; Genetics; Medicine","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":[0.00177822,0.001309041,0.002181118,0.003741208,0.0002551424,0.001273713,0.001491327,0.001358817,0.002415536],"category_scores_gemma":[0.001614844,0.0004062558,0.0006868381,0.002910496,0.001093466,0.001656354,0.0009041357,0.002598695,0.002221972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008974074,"about_ca_system_score_gemma":0.001399083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348616,"about_ca_topic_score_gemma":0.001616758,"domain_scores_codex":[0.9994942,0.00008979884,0.00006995182,0.00009901707,0.0002114581,0.00003553726],"domain_scores_gemma":[0.9984906,0.0009041447,0.0001177088,0.00003999048,0.0003717322,0.00007585993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008661314,0.00007793818,0.0004221801,0.007162799,0.00008413925,0.0002385937,0.00003459753,0.0002812532,0.002197413,0.002703681,0.01857476,0.968136],"study_design_scores_gemma":[0.00005190853,0.0001059568,0.002611138,0.002940981,0.0002450292,0.003594694,0.00007775222,0.0003457215,0.002037378,0.004096958,0.9838296,0.0000628548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008274949,0.9986161,0.0004110667,0.0002100553,0.0001459264,0.00000455473,0.00001492036,0.000007200052,0.000507495],"genre_scores_gemma":[0.0006832838,0.9974377,0.0007384862,0.0002769217,0.0002856721,0.000008936467,0.000051934,0.000002722247,0.000514306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003741208,"threshold_uncertainty_score":0.009404242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134020722096588,"score_gpt":0.4722727688692084,"score_spread":0.3588706966595496,"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."}}