{"id":"W4402112375","doi":"10.14740/jh1282","title":"Disparities in Acute Lymphocytic Leukemia Outcomes Among Young Adults","year":2024,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Leukemia; Chronic lymphocytic leukemia; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004363474,0.0001926376,0.0008656862,0.0007388527,0.00003229549,0.00004184775,0.0002168132,0.000220319,0.0001149751],"category_scores_gemma":[0.0005724753,0.0001337959,0.0002369813,0.0003507593,0.0002357247,0.000236925,0.00008848275,0.0006222452,0.00006887754],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004803953,"about_ca_system_score_gemma":0.003982185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005573104,"about_ca_topic_score_gemma":0.0001271864,"domain_scores_codex":[0.9978943,0.00007790785,0.0008413137,0.0002076448,0.0005130619,0.0004657589],"domain_scores_gemma":[0.998637,0.0005889321,0.0001502015,0.0002119688,0.0001490011,0.0002628519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227084,0.00007484184,0.9089049,0.001136226,0.0009207064,0.06034756,0.001009758,0.00004998268,0.0002142272,0.003932308,0.0212264,0.0009560224],"study_design_scores_gemma":[0.02282068,0.001586414,0.6909514,0.00531782,0.0009619094,0.2274741,0.001287591,0.04083721,0.00249458,0.003709184,0.001952558,0.0006065242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933821,0.002563452,0.0004060627,0.001753337,0.000790167,0.0001675641,0.000004137807,0.00004127428,0.0008919147],"genre_scores_gemma":[0.9972393,0.0004358947,0.000628529,0.0003178944,0.0001248556,0.000009096951,0.000003059728,0.00003502872,0.001206351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179534,"threshold_uncertainty_score":0.9990164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984311913805428,"score_gpt":0.2959374888844203,"score_spread":0.286094369746366,"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."}}