{"id":"W2013169247","doi":"10.1038/leu.2014.191","title":"Revisiting guidelines for integration of flow cytometry results in the WHO classification of myelodysplastic syndromes—proposal from the International/European LeukemiaNet Working Group for Flow Cytometry in MDS","year":2014,"lang":"en","type":"article","venue":"Leukemia","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Myelodysplastic syndromes; Medicine; Work flow; Flow cytometry; Myeloid; Working group; Medical physics; Family medicine; Pathology; Internal medicine; Immunology; Bone marrow; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.006913272,0.0002825181,0.0005998825,0.0006191428,0.00009440696,0.00006961719,0.0009408949,0.0001982198,0.00001053179],"category_scores_gemma":[0.01553395,0.0001850581,0.0001935813,0.00119449,0.0001596987,0.0001667853,0.0001375934,0.0006491022,0.000006664783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137297,"about_ca_system_score_gemma":0.0004541507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003927064,"about_ca_topic_score_gemma":0.000243476,"domain_scores_codex":[0.996099,0.000484088,0.001630809,0.0005749986,0.0007959662,0.0004151645],"domain_scores_gemma":[0.9935047,0.004378747,0.0006097099,0.000784219,0.0006575303,0.00006509498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008635173,0.0002734375,0.03597372,0.001209328,0.0004342352,0.00004743236,0.00672272,0.004797641,0.1991791,0.00513502,0.03592062,0.7016716],"study_design_scores_gemma":[0.008249494,0.0004089417,0.1740946,0.003083952,0.00012161,0.00003488912,0.002213369,0.8016624,0.002680404,0.0006319268,0.006549112,0.0002692137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214515,0.0003607683,0.1605614,0.01094924,0.0005925817,0.00299379,0.000368636,0.00006628299,0.002655748],"genre_scores_gemma":[0.9534623,0.00009956436,0.0431063,0.0006450826,0.001155279,0.0001377786,0.001184829,0.00006482477,0.0001440268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7968648,"threshold_uncertainty_score":0.9927586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07863022784703433,"score_gpt":0.3481396663021843,"score_spread":0.26950943845515,"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."}}