{"id":"W2589217902","doi":"10.1182/blood.v120.21.1424.1424","title":"Presence of Minimal Residual Disease by Flow Cytometry After Induction Chemotherapy Is Less Predictive of Overall and Progression-Free Survival Compared to Conventional Prognostic Factors Including Cytogenetic Risk and Age","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Princess Margaret Cancer Centre; University of Calgary","funders":"","keywords":"Medicine; Minimal residual disease; Induction chemotherapy; Immunophenotyping; Acute promyelocytic leukemia; Internal medicine; Oncology; Chemotherapy; Leukemia; Chemotherapy regimen; Myeloid leukemia; Bone marrow; Transplantation; Surgery; Immunology; Flow cytometry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002885665,0.0001245944,0.0002152037,0.0003959292,0.0001500593,0.0003235626,0.0002097347,0.0002435733,0.00164768],"category_scores_gemma":[0.001086101,0.00006409214,0.0001338438,0.0003173723,0.0002401235,0.0001887138,0.0001416675,0.0002655848,0.0001698591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892877,"about_ca_system_score_gemma":0.0003692283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292025,"about_ca_topic_score_gemma":0.009482941,"domain_scores_codex":[0.9999001,0.00001813902,0.00001126668,0.00001794023,0.00003220053,0.00002032645],"domain_scores_gemma":[0.9990809,0.0003105357,0.0002956243,0.00003617402,0.00008796094,0.000188761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004681402,0.00002023197,0.9946586,0.000009870304,0.00001265326,0.0000644157,0.00001985034,0.00005610963,0.001783089,0.000009547432,0.00006342199,0.00283402],"study_design_scores_gemma":[0.00001071523,0.0001777339,0.9986196,0.000003530894,0.00002189556,0.0003176058,0.00002941302,0.0002921293,0.0003146195,0.00001353871,0.0001976527,0.000001587077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990618,0.0003159693,0.00008496102,0.00002839521,0.000003558961,0.000005491732,0.0001125763,0.000004767497,0.0003824088],"genre_scores_gemma":[0.9995399,0.00005157122,0.00005971279,0.0000109439,0.000004594257,0.000002258608,0.00022661,8.032652e-7,0.0001037196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004292025,"threshold_uncertainty_score":0.008534074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355569271729968,"score_gpt":0.3132065785519585,"score_spread":0.2796508858346589,"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."}}