{"id":"W2780018527","doi":"10.1097/mph.0000000000001076","title":"Excellent Outcomes Following Response-based Omission of Radiotherapy in Children and Adolescents With Intermediate or High-risk Hodgkin Lymphoma","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Cancer Institute","keywords":"Medicine; Dacarbazine; ABVD; Vincristine; Vinblastine; Regimen; Prednisone; Internal medicine; Etoposide; Oncology; Bleomycin; Radiation therapy; Chemotherapy regimen; Retrospective cohort study; Surgery; Chemotherapy; Cyclophosphamide","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":[0.0004331846,0.0001049673,0.0002722569,0.0002454322,0.0002019626,0.0003416829,0.0001492394,0.0001671815,0.0002994741],"category_scores_gemma":[0.001399492,0.00008019178,0.0002861466,0.0002657454,0.0003345008,0.0002045044,0.0003825347,0.0002837364,0.00006669013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895569,"about_ca_system_score_gemma":0.0003053239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362098,"about_ca_topic_score_gemma":0.002731701,"domain_scores_codex":[0.9996935,0.000107081,0.00002949119,0.00005053711,0.00005435762,0.000065149],"domain_scores_gemma":[0.99905,0.0002497228,0.0004196532,0.00006912327,0.00005377461,0.0001576082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005200072,0.00004927782,0.9903671,0.00001113943,0.00003696209,0.0004241454,0.0001103042,0.0003553088,0.0007561819,0.00002220831,0.0000707338,0.007276661],"study_design_scores_gemma":[0.00003637165,0.001355953,0.9943842,0.00000827983,0.00005709515,0.002498486,0.0001994379,0.0003152761,0.0007322306,0.00002733649,0.0003808762,0.000004479119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996025,0.0001538644,0.00006914019,0.000008802571,0.00000120468,0.000003124435,0.00003257547,0.000001841227,0.0001269301],"genre_scores_gemma":[0.9997757,0.00005335758,0.00003601283,0.000006641208,0.000002682776,0.000002522308,0.0001009644,0.000001132603,0.00002095445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362098,"threshold_uncertainty_score":0.002826452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237359369480031,"score_gpt":0.3117070174385648,"score_spread":0.2993334237437645,"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."}}