{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654332,0.0001981529,0.0004077036,0.0004404056,0.0002364439,0.00002069683,0.0001656788,0.0001804755,0.0002616498],"category_scores_gemma":[0.0001955569,0.0001746076,0.0001695927,0.001250674,0.00008800011,0.00004474628,0.000112969,0.0001788209,0.000609146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642946,"about_ca_system_score_gemma":0.000752799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518685,"about_ca_topic_score_gemma":0.0002684284,"domain_scores_codex":[0.9978592,0.00005368713,0.0003066759,0.0005486367,0.0004583976,0.0007734007],"domain_scores_gemma":[0.9987921,0.0002824214,0.00008401307,0.0003734619,0.0001946181,0.000273419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033725,0.004183362,0.4866686,0.0007025801,0.001410318,0.0005526465,0.001182655,0.00005340024,0.0001879644,0.000722922,0.2638826,0.2394192],"study_design_scores_gemma":[0.03283912,0.003842272,0.8284296,0.00009609933,0.002859284,0.00008118583,0.0003456009,0.000459548,0.000280673,0.001620276,0.1285452,0.0006011563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885991,0.00234581,0.00004096245,0.001994873,0.0006598429,0.001535477,0.0001706281,0.0001584892,0.004494794],"genre_scores_gemma":[0.9817438,0.006237181,0.0005535902,0.0002913624,0.002996347,0.001795702,0.0002158425,0.00007261062,0.006093562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3417609,"threshold_uncertainty_score":0.7829543,"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."}}