{"id":"W2670680731","doi":"10.1182/blood.v128.22.758.758","title":"Minimal Residual Disease Assessment of Remission after Induction Therapy Is Superior to Morphologic Assessment for Risk Stratification in Childhood Acute Lymphoblastic Leukemia: A Report from the Children's Oncology Group (COG)","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Minimal residual disease; Medicine; Internal medicine; Oncology; Population; Cohort; Cog; Bone marrow; Clinical trial; Complete remission; Acute lymphocytic leukemia; Leukemia; Chemotherapy; Lymphoblastic Leukemia","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":[0.002816799,0.0001595467,0.0002959362,0.0004010955,0.0001495398,0.0004723231,0.0002924527,0.0002156254,0.0003997239],"category_scores_gemma":[0.006887374,0.0000737862,0.0002083174,0.0005000505,0.0002433412,0.000260649,0.0003079192,0.0003393332,0.00007694127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004451615,"about_ca_system_score_gemma":0.0003535284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035524,"about_ca_topic_score_gemma":0.001830122,"domain_scores_codex":[0.9991283,0.0003361936,0.0001143268,0.0001386168,0.0002221632,0.00006042031],"domain_scores_gemma":[0.9943514,0.002592144,0.001854851,0.0002719531,0.0006284936,0.0003011252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169465,0.00002316044,0.9852239,0.00002667683,0.00005308065,0.00003694208,0.00006988035,0.0001150425,0.0003195463,0.00002235916,0.0001277707,0.01281216],"study_design_scores_gemma":[0.00005993062,0.0006367376,0.9971426,0.00001646937,0.0001317978,0.0003732768,0.00004794774,0.0004236067,0.0005065567,0.00002474671,0.0006315301,0.000004831548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971699,0.001728495,0.0001434855,0.000111543,0.000004715615,0.00001639151,0.0001947688,0.000005429577,0.0006251258],"genre_scores_gemma":[0.9992251,0.0002484483,0.0001810887,0.00003924853,0.00001274466,0.000006187674,0.000238575,0.00000228009,0.00004637747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002816799,"threshold_uncertainty_score":0.01489681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651708242082885,"score_gpt":0.3231543294433974,"score_spread":0.3066372470225686,"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."}}