{"id":"W4384343266","doi":"10.1002/pbc.30565","title":"Children's Oncology Group's 2023 blueprint for research: Non‐Hodgkin lymphoma","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; National Cancer Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Genentech; Weill Cornell Medical College; Swedish Orphan Biovitrum","keywords":"Medicine; Blueprint; Lymphoma; Oncology; Internal medicine; Hodgkin lymphoma; Pediatric oncology; Langerhans cell histiocytosis; Overall survival; Lymphoblastic lymphoma; Disease; Cancer; Immunology; T cell","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":[0.01165437,0.001368148,0.001168648,0.002773006,0.002065764,0.006680363,0.002590004,0.01319811,0.05490771],"category_scores_gemma":[0.02532407,0.0007421655,0.001501239,0.002280964,0.002336608,0.003401977,0.003737657,0.01813991,0.03674218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006568219,"about_ca_system_score_gemma":0.02821296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007667195,"about_ca_topic_score_gemma":0.01845308,"domain_scores_codex":[0.9904299,0.001967121,0.0006103749,0.0009777579,0.004437551,0.001577124],"domain_scores_gemma":[0.9631349,0.005450484,0.001513592,0.001969676,0.01438709,0.01354425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002359846,0.00001259891,0.0001017673,0.00004204252,0.000004598731,0.00002168087,0.00000623966,0.00002127422,0.00005011158,0.001776711,0.9814442,0.01649515],"study_design_scores_gemma":[0.0000437794,0.00002287588,0.0004348785,0.0002267048,0.000006587732,0.00005736902,0.000017884,0.00002553301,0.00006079681,0.001110959,0.9979844,0.000008333299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0005196715,0.01661781,0.001865659,0.5927793,0.2940304,0.0003220382,0.002700297,0.0006338464,0.09053101],"genre_scores_gemma":[0.007445861,0.04224449,0.01247289,0.4482283,0.179415,0.0009278898,0.006473371,0.001162456,0.3016298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05490771,"threshold_uncertainty_score":0.1836846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760553789466121,"score_gpt":0.4081452353156133,"score_spread":0.3320898563690011,"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."}}