{"id":"W4405039282","doi":"10.1182/blood-2024-202290","title":"Prior History of Severe Infection in Children, Adolescents and Young Adults with Lymphoma As Proxy for Inborn Errors of Immunity: Prevalence and Impact on Post-Lymphoma Outcomes","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Lymphoma; Pediatrics; Immunity; Immunology; Proxy (statistics); Young adult; Immune system; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742415,0.0002056534,0.0003186166,0.000225093,0.00005763718,0.00000665879,0.00009926216,0.0001599044,0.00001091649],"category_scores_gemma":[0.00007382226,0.0001558132,0.0000780943,0.000120601,0.0002524506,0.0001327161,0.00005016596,0.0001106019,0.000002845004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000692803,"about_ca_system_score_gemma":0.0002208592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199602,"about_ca_topic_score_gemma":0.00003023876,"domain_scores_codex":[0.9990951,0.00008781552,0.000289544,0.0002634698,0.00004419683,0.0002198168],"domain_scores_gemma":[0.99954,0.00006124427,0.0001298293,0.0002000402,0.00006166876,0.000007211734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001456078,0.001462626,0.9561336,0.001076557,0.0003691245,0.000002015292,0.004365053,0.000003223303,0.01295434,0.00005393566,0.000006037224,0.0221174],"study_design_scores_gemma":[0.006820184,0.001507471,0.9854103,0.001293495,0.0001477649,0.0001778713,0.0002010703,0.000006790803,0.004194512,0.00001646371,0.00004664262,0.0001774516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630019,0.03591784,0.000001513823,0.00001217168,0.0001856471,0.0007104418,0.00006882639,0.00003252844,0.00006912673],"genre_scores_gemma":[0.9990859,0.0005151408,0.000006540288,0.00002014343,0.000001203086,0.00003571594,0.00004269237,0.0000192656,0.0002734148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03608397,"threshold_uncertainty_score":0.6353876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003840771098684349,"score_gpt":0.2148455709900093,"score_spread":0.211004799891325,"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."}}