{"id":"W4379982010","doi":"10.1002/hon.3163_34","title":"PATTERNS OF PRESENTATION AND OUTCOMES IN STAGE IV HODGKIN LYMPHOMA: A REPORT FROM THE CHILDREN’S ONCOLOGY GROUP (COG) AHOD1331 TRIAL","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; Children’s Oncology Group","keywords":"Medicine; Stage (stratigraphy); Internal medicine; Vincristine; Etoposide; Oncology; B symptoms; Cyclophosphamide; Lymphoma; Vinblastine; Hazard ratio; ABVD; Chemotherapy; Surgery; Confidence interval","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":[0.0005006915,0.0002049579,0.001122326,0.0001051365,0.00005532002,0.000009154053,0.0001151285,0.0003721195,0.000169735],"category_scores_gemma":[0.0007086786,0.0001153985,0.0001548827,0.0001985812,0.0001548134,0.0000417093,0.0001757278,0.0001282898,0.00002781355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258093,"about_ca_system_score_gemma":0.0001671453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918893,"about_ca_topic_score_gemma":0.0009989722,"domain_scores_codex":[0.9977463,0.0004074417,0.0008077321,0.0004717576,0.000239377,0.0003273639],"domain_scores_gemma":[0.9963543,0.002804514,0.0003547111,0.0003375924,0.0000378518,0.0001109724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004254466,0.002549953,0.9748144,0.00001900905,0.0002209065,0.004449469,0.0003572303,0.000001059711,0.00005589105,0.001035167,0.0007547684,0.01148764],"study_design_scores_gemma":[0.05320557,0.002469625,0.9400187,0.00002942108,0.0001741085,0.0005857188,0.0004203895,0.00003648059,0.0001744633,0.0004711563,0.002315575,0.00009885678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908952,0.0002176877,0.0000185552,0.00638327,0.0002770666,0.001593037,0.00006047698,0.0000724648,0.0004822616],"genre_scores_gemma":[0.9976981,0.000312079,0.0002986864,0.0006385596,0.00009027655,0.0005614994,0.0002559234,0.00001321434,0.000131678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0489511,"threshold_uncertainty_score":0.4705814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011501305050776,"score_gpt":0.3663425764830038,"score_spread":0.3162275634324961,"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."}}