{"id":"W4414893465","doi":"10.1200/op.2025.21.10_suppl.19","title":"Hospitalization burden among children and adolescents diagnosed with leukemia and lymphoma by treatment modalities in the US.","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Chemotherapy; Leukemia; Transplantation; Lymphoma; Modalities; Hematopoietic stem cell transplantation; Treatment modality; Diagnosis code","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":[0.0003267191,0.0001739043,0.0002080027,0.0009817302,0.0002688645,0.0004357757,0.0003265581,0.0002732484,0.001046874],"category_scores_gemma":[0.001264636,0.0001819385,0.0005121673,0.00143732,0.0001936038,0.0003913883,0.0005262272,0.0005804548,0.0001009761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346651,"about_ca_system_score_gemma":0.0009361173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03741656,"about_ca_topic_score_gemma":0.05656578,"domain_scores_codex":[0.9995484,0.0000794384,0.00009093823,0.00007020243,0.0001090228,0.0001019608],"domain_scores_gemma":[0.9988046,0.00008560548,0.0007968895,0.00001996375,0.00008748201,0.0002054437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001811209,0.00001418969,0.9978977,0.00001546911,0.00003521281,0.00006414776,0.00003781186,0.00005329495,0.0000275493,0.00003047615,0.000671023,0.001134925],"study_design_scores_gemma":[0.000005371584,0.00002166888,0.9988166,0.00002614464,0.00002069082,0.0002351102,0.0002463673,0.0001789174,0.00002099575,0.00002101374,0.0004049286,0.000002182783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992265,0.001355569,0.00004288158,0.0004098475,0.00001828353,0.00002133091,0.00522923,0.000008690146,0.0006491569],"genre_scores_gemma":[0.9946169,0.0008649637,0.0001053861,0.000150007,0.00002406642,0.0000326855,0.004103376,0.000002490563,0.0001000649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741656,"threshold_uncertainty_score":0.07439756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007805347610813903,"score_gpt":0.3040252822737093,"score_spread":0.2962199346628954,"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."}}