{"id":"W2549173225","doi":"10.1182/blood.v114.22.1582.1582","title":"Single Cell Network Profiles in Non-M3 AML Associated with Patient Response to Standard Induction Therapy.","year":2009,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Induction chemotherapy; Flow cytometry; Cell cycle; Context (archaeology); Biology; Medicine; Bioinformatics; Oncology; Immunology; Chemotherapy; Internal medicine; Cancer","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":[0.0002304122,0.0001553254,0.0002220413,0.0005949668,0.0001174265,0.0002763841,0.0001301499,0.0002123135,0.001014411],"category_scores_gemma":[0.0006665295,0.00007823216,0.0001293698,0.0004417594,0.000141753,0.0001682243,0.000225279,0.0001739207,0.0002480368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340751,"about_ca_system_score_gemma":0.0001123264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00060136,"about_ca_topic_score_gemma":0.0006464897,"domain_scores_codex":[0.9998506,0.00002164115,0.000009370156,0.00005793128,0.00003693313,0.00002339924],"domain_scores_gemma":[0.9996088,0.0001304196,0.0001173092,0.00003759989,0.00005237991,0.00005345021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002392412,0.0002133198,0.4758171,0.0001452326,0.0001305788,0.0003373705,0.0002616454,0.005551624,0.4708397,0.0001818357,0.0006873601,0.04344194],"study_design_scores_gemma":[0.00001175606,0.000511014,0.9291426,0.000005558084,0.00005654316,0.000604817,0.000100094,0.02028285,0.04819138,0.0002006331,0.0008819915,0.0000107425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974604,0.0001647928,0.001037321,0.00001773865,0.00000275597,0.0000153292,0.0009498078,0.00003413045,0.0003176825],"genre_scores_gemma":[0.9974202,0.00006336867,0.0006833331,0.000008368379,0.000002116629,0.00002164354,0.001591549,0.000004856855,0.0002046114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001014411,"threshold_uncertainty_score":0.003393531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406623896974584,"score_gpt":0.2573540539009737,"score_spread":0.2432878149312279,"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."}}