{"id":"W3034640472","doi":"10.1002/cyto.b.21931","title":"Analysis of erythroid maturation in the nonlysed bone marrow with help of radar plots facilitates detection of flow cytometric aberrations in myelodysplastic syndromes","year":2020,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"Region Skåne","keywords":"Erythropoiesis; Cytopenia; Myelodysplastic syndromes; Bone marrow; Flow cytometry; Biology; Pathology; Immunology; Medicine; Internal medicine; Anemia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003324834,0.0003830939,0.002301939,0.007194368,0.00006013968,0.00002413647,0.0004811634,0.0004332945,0.0001407372],"category_scores_gemma":[0.01066886,0.0002796344,0.0005609092,0.04612388,0.0006883845,0.0002844098,0.0001374542,0.001241009,0.0000201936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982036,"about_ca_system_score_gemma":0.0004448877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100634,"about_ca_topic_score_gemma":0.0001164255,"domain_scores_codex":[0.9933283,0.0008271989,0.002855136,0.0007781812,0.001674391,0.0005368331],"domain_scores_gemma":[0.9916441,0.00573206,0.0008647421,0.0008728363,0.0005952496,0.0002909608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007207517,0.00189472,0.9132817,0.001310433,0.002280399,0.000198098,0.001181698,0.001248993,0.06589397,0.00001504801,0.0001523673,0.00533504],"study_design_scores_gemma":[0.004776821,0.003306259,0.9575886,0.0002299798,0.001395624,0.00004018498,0.001778436,0.02016769,0.01034757,0.00001145115,0.00008078887,0.0002765966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909208,0.0006316943,0.006183275,0.0007815953,0.00008674892,0.001006769,0.0002159052,0.0000415619,0.0001316035],"genre_scores_gemma":[0.9966989,0.0003197034,0.002390781,0.000187221,0.0000963107,0.00005384466,0.0001800333,0.00004182468,0.000031419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0555464,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640173155991724,"score_gpt":0.351418676037284,"score_spread":0.2850169444773668,"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."}}