{"id":"W2979380409","doi":"10.1182/blood.v126.23.807.807","title":"Genetic and Response-Based Risk Classification Identifies a Subgroup of NCI High Risk Childhood B-Lymphoblastic Leukemia (HR B-ALL) with Outstanding Outcomes: A Report from the Children's Oncology Group (COG)","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Minimal residual disease; Internal medicine; Oncology; Bone marrow; Pediatrics","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":[0.001329379,0.0002039856,0.00028143,0.0007580015,0.00021418,0.0005373263,0.0002865947,0.0002345496,0.0003264641],"category_scores_gemma":[0.002814554,0.00008601025,0.0002522187,0.0006491879,0.0001734247,0.0001813828,0.0003892916,0.000289954,0.0001132035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912873,"about_ca_system_score_gemma":0.0005102076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336498,"about_ca_topic_score_gemma":0.005425361,"domain_scores_codex":[0.9993796,0.0002518454,0.00006698097,0.00009642318,0.0001403238,0.00006475874],"domain_scores_gemma":[0.9985329,0.0005201336,0.0004983991,0.000125254,0.0001856526,0.0001376595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006982614,0.000056948,0.9808331,0.00001377729,0.00004003813,0.00008503634,0.00006729905,0.0003325466,0.001247815,0.00007042153,0.0003637992,0.01619108],"study_design_scores_gemma":[0.00005723597,0.0004206847,0.9954897,0.00000670422,0.00007206767,0.0007454105,0.0001131706,0.001191105,0.0008850707,0.000136557,0.0008740951,0.000008184647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987362,0.000177341,0.000283093,0.00008692077,0.000002808224,0.00002731924,0.0002510884,0.0000117885,0.0004233892],"genre_scores_gemma":[0.9983186,0.00008911098,0.0007542198,0.00005247515,0.00001152189,0.0000167003,0.0006660713,0.00000537972,0.00008608669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004336498,"threshold_uncertainty_score":0.008622527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063875227613233,"score_gpt":0.2720690911721481,"score_spread":0.2514303388960158,"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."}}