{"id":"W4310120320","doi":"10.1182/blood-2022-159694","title":"Correlation of Minimal Residual Disease (MRD) at the End of Induction (EOI) and Event Free Survival (EFS) in T-Cell Lymphoblastic Lymphoma (T-LL), a Report from the Children's Oncology Group (COG) Trial AALL1231","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Minimal residual disease; Internal medicine; Bortezomib; Oncology; Bone marrow; Lymphoma; Immunophenotyping; Gastroenterology; Immunology; Multiple myeloma; Flow cytometry","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":[0.004933802,0.0003206609,0.0006353256,0.0003679598,0.0002402172,0.001223639,0.0004285952,0.0004474621,0.001150809],"category_scores_gemma":[0.004647884,0.0001593617,0.0004993689,0.0005426451,0.0002734577,0.0004567589,0.0003558977,0.0009631619,0.0002843186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014416,"about_ca_system_score_gemma":0.000751745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007508962,"about_ca_topic_score_gemma":0.001272732,"domain_scores_codex":[0.9991284,0.0004119879,0.00009228396,0.000122748,0.0001703638,0.00007424423],"domain_scores_gemma":[0.9950182,0.001892347,0.001567777,0.0003239824,0.0004292982,0.0007683857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1008534,0.001323276,0.7929098,0.0004225257,0.00100667,0.00008789005,0.0001359484,0.0009808383,0.002884013,0.000137072,0.004287617,0.09497095],"study_design_scores_gemma":[0.007602407,0.03097126,0.9468029,0.0001050064,0.001961281,0.0008291058,0.00009563202,0.001692929,0.003223662,0.0002598036,0.006420449,0.0000356302],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896895,0.005252745,0.0002554028,0.000561871,0.00005041142,0.0001475094,0.002225282,0.00003354533,0.001783893],"genre_scores_gemma":[0.9948412,0.000624811,0.000367859,0.0002052316,0.00007812082,0.0001006084,0.00340375,0.00001295397,0.0003653474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004933802,"threshold_uncertainty_score":0.02609277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417306984300151,"score_gpt":0.2605950613855359,"score_spread":0.2464219915425344,"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."}}