{"id":"W4392384143","doi":"10.1158/2643-3249.bcdsymp24-p02","title":"Abstract P02: Uncovering Tailored Therapies for Acute Myeloid Leukemia in Children with Down Syndrome","year":2024,"lang":"en","type":"article","venue":"Blood Cancer Discovery","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University","funders":"","keywords":"Myeloid leukemia; Medicine; Down syndrome; Myeloid; Intensive care medicine; Immunology; Psychiatry","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":[0.0002440576,0.0003843363,0.0005752861,0.0003485715,0.0000837894,0.0002738059,0.0002657985,0.0001665652,0.0001318179],"category_scores_gemma":[0.00002071667,0.0002834853,0.0001884753,0.0006180363,0.0001495037,0.0007895812,0.00009339004,0.0006164109,0.00002760782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541027,"about_ca_system_score_gemma":0.002827801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199372,"about_ca_topic_score_gemma":0.0004154237,"domain_scores_codex":[0.9975899,0.00002048688,0.0003697532,0.0007434413,0.000529197,0.0007471827],"domain_scores_gemma":[0.9991189,0.000118822,0.0000654231,0.0004784299,0.00005988426,0.000158493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01192756,0.001110506,0.6025934,0.005825529,0.04476643,0.008068013,0.005125084,0.007606878,0.2244965,0.001874453,0.01951638,0.06708921],"study_design_scores_gemma":[0.01601089,0.001969259,0.9312769,0.004028447,0.002526473,0.002565105,0.0005288528,0.0006846496,0.03325675,0.000618326,0.005158395,0.001375913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875776,0.008498587,0.000184904,0.0009926568,0.0001873525,0.001530801,0.0003589706,0.0001735004,0.0004956234],"genre_scores_gemma":[0.9928414,0.002421139,0.0004005754,0.000313707,0.0004043382,0.0008408255,0.0001636995,0.0001387181,0.002475635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286835,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149696719486758,"score_gpt":0.2869133705003545,"score_spread":0.2754164033054869,"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."}}