{"id":"W4396774026","doi":"10.3324/haematol.2024.285285","title":"Management of hyperleukocytosis in pediatric acute myeloid leukemia using immediate chemotherapy without leukapheresis: results from the NOPHO-DBH AML 2012 Protocol","year":2024,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Leukapheresis; Etoposide; Medicine; Chemotherapy; Internal medicine; Leukocytosis; White blood cell; Leukostasis; Myeloid leukemia; Myeloid; Surgery; Leukemia; Gastroenterology; Stem cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009647198,0.0004662251,0.0009590727,0.0003250086,0.0001195917,0.00008197007,0.000654716,0.0003414243,0.0003177501],"category_scores_gemma":[0.0000977829,0.0002874185,0.0002609989,0.001476241,0.0002545615,0.0002149978,0.0003374882,0.0008572562,0.0001976894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008682476,"about_ca_system_score_gemma":0.0006948384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006108227,"about_ca_topic_score_gemma":0.00004293403,"domain_scores_codex":[0.9960688,0.0002489061,0.001114123,0.0009239544,0.0008483723,0.0007958259],"domain_scores_gemma":[0.9978903,0.0005019684,0.0002592307,0.001044806,0.0001152247,0.0001885026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09945773,0.004131892,0.2657028,0.02397234,0.01423391,0.06869815,0.02031716,0.001004459,0.08271563,0.004567442,0.2439526,0.1712459],"study_design_scores_gemma":[0.09957366,0.003597423,0.5791726,0.01290092,0.006526216,0.003171948,0.007216394,0.05691513,0.1289098,0.004731061,0.09229515,0.004989758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534401,0.001157296,0.0001579797,0.002537892,0.0001632769,0.03811887,0.0001090155,0.0002401353,0.00407544],"genre_scores_gemma":[0.9598485,0.002584712,0.01232942,0.0006097819,0.0004928005,0.02234665,0.00008366259,0.0001516442,0.001552836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134697,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800216772601007,"score_gpt":0.3311627107403944,"score_spread":0.2931605430143843,"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."}}