{"id":"W4399617067","doi":"10.1016/j.ijpt.2024.100032","title":"Radiotherapy utilization and outcomes from a contemporary study of brentuximab vedotin with chemotherapy in pediatric high-risk Hodgkin lymphoma","year":2024,"lang":"en","type":"article","venue":"International Journal of Particle Therapy","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Université de Montréal","funders":"","keywords":"Brentuximab vedotin; Hodgkin lymphoma; Oncology; Medicine; Chemotherapy; Radiation therapy; Lymphoma; Internal medicine","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":[0.0002368033,0.0001425263,0.0003671012,0.0002137202,0.00001445444,0.00005120433,0.000101858,0.00003576318,0.00006223597],"category_scores_gemma":[0.00001624204,0.00009095349,0.00007362291,0.0001814919,0.00003377229,0.0001781189,0.000009080699,0.00006675164,0.000001216047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293887,"about_ca_system_score_gemma":0.000153395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006343148,"about_ca_topic_score_gemma":0.00003811645,"domain_scores_codex":[0.9986523,0.00009355236,0.0005097255,0.0001671506,0.0004806246,0.00009665627],"domain_scores_gemma":[0.9992,0.0002165817,0.0002508545,0.0001097613,0.0001547913,0.00006802275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002832372,0.0035708,0.8809942,0.000005726771,0.001122333,0.0003398802,0.002911095,0.00002316064,0.0005788904,0.00007970462,0.00004706736,0.1074948],"study_design_scores_gemma":[0.0313237,0.002823961,0.9602688,0.00009627062,0.00007663124,0.00005371387,0.0003811126,0.0006377182,0.003957617,0.0001590542,0.0001424385,0.00007898166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880085,0.009403296,0.00009803075,0.001931268,0.0002256124,0.0002934649,0.00001345681,0.00001425811,0.00001210938],"genre_scores_gemma":[0.9920875,0.007218527,0.0002886934,0.0001811585,0.0001745194,0.00001159162,0.000004183,0.00002194504,0.00001192261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074158,"threshold_uncertainty_score":0.3708976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215129974594797,"score_gpt":0.3170147549920058,"score_spread":0.2848634552460578,"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."}}