{"id":"W2566694224","doi":"10.1182/blood.v118.21.939.939","title":"Multidimensional Flow Cytometry Significantly Improves Upon the Morphologic Assessment of Post-Induction Marrow Remission Status – Comparison of Morphology and Multidimensional Flow Cytometry; A Report From the Children's Oncology Group AML Protocol AAML0531","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Induction chemotherapy; Medicine; Internal medicine; Chemotherapy; Oncology; Bone marrow; Transplantation; Flow cytometry; Gastroenterology; Immunology","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":[0.008034571,0.0003986364,0.0002970967,0.001112012,0.0004619025,0.001142979,0.00102199,0.0008835016,0.002893029],"category_scores_gemma":[0.003677798,0.0002751988,0.0003202778,0.0007209879,0.0004211296,0.0004164863,0.0006059648,0.000845998,0.0009341874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224739,"about_ca_system_score_gemma":0.001457033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161116,"about_ca_topic_score_gemma":0.003845774,"domain_scores_codex":[0.9963166,0.0013924,0.0003127605,0.0002015065,0.001606074,0.0001707058],"domain_scores_gemma":[0.9976721,0.0006176234,0.0004681373,0.0002208875,0.0008746049,0.0001466358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01361668,0.003700605,0.08128531,0.0007200973,0.0001654478,0.0002823002,0.0006422694,0.003369837,0.5285975,0.004319411,0.05856352,0.304737],"study_design_scores_gemma":[0.001766783,0.009969886,0.321284,0.0001441241,0.0002015033,0.001353953,0.0002362221,0.009025425,0.5240003,0.0008633641,0.1310137,0.0001406162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123535,0.01430564,0.05579503,0.01397204,0.000797038,0.01166803,0.01888246,0.00146733,0.07075905],"genre_scores_gemma":[0.8814092,0.004286286,0.06899258,0.002935511,0.0001637357,0.005788956,0.02232108,0.0001550268,0.01394758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008034571,"threshold_uncertainty_score":0.04249138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407734058277411,"score_gpt":0.3428306592702668,"score_spread":0.3087533186874927,"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."}}