{"id":"W2965327880","doi":"10.1016/j.cancergen.2019.07.009","title":"Masked hypodiploidy: Hypodiploid acute lymphoblastic leukemia (ALL) mimicking hyperdiploid ALL in children: A report from the Children's Oncology Group","year":2019,"lang":"en","type":"article","venue":"Cancer Genetics","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; University of California, San Francisco; National Institutes of Health","keywords":"Lymphoblastic Leukemia; Medicine; Oncology; Internal medicine; Leukemia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005710596,0.000748594,0.001213816,0.0002870727,0.0001374235,0.00009886198,0.001081254,0.0006652322,0.0004469526],"category_scores_gemma":[0.0001973541,0.0005894193,0.0003298013,0.0007231666,0.0004185578,0.0001365485,0.0007368076,0.001164999,0.0004419359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008001807,"about_ca_system_score_gemma":0.003846115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00352831,"about_ca_topic_score_gemma":0.0004416498,"domain_scores_codex":[0.9942645,0.0001974516,0.001210527,0.001532511,0.001252636,0.001542358],"domain_scores_gemma":[0.9962331,0.0005776798,0.0004648858,0.001974407,0.0002254038,0.0005244928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009246204,0.0003269819,0.9216768,0.00004656267,0.002466245,0.001019871,0.001060267,0.001143451,0.05382351,0.00003355071,0.00612955,0.01134859],"study_design_scores_gemma":[0.01373551,0.0008108775,0.9500252,0.0003125121,0.001333964,0.003576478,0.000158917,0.004286746,0.00504596,0.0001956011,0.01962206,0.0008961642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989677,0.003859552,0.0001665298,0.001509357,0.0008859715,0.002513947,0.0002152519,0.0001768696,0.0009955873],"genre_scores_gemma":[0.9842566,0.004072603,0.00254644,0.005480985,0.001505889,0.0003227291,0.0007683244,0.0002498469,0.0007966349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04877755,"threshold_uncertainty_score":0.9996557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070035557073609,"score_gpt":0.3067968107972695,"score_spread":0.2860964552265334,"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."}}