{"id":"W4405989592","doi":"10.1001/jamaoncol.2024.5648","title":"Transplant-Free Salvage Therapy for Low-Risk Relapsed Pediatric Hodgkin Lymphoma","year":2025,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Salvage therapy; Hodgkin lymphoma; Lymphoma; Radiation therapy; Chemotherapy; Oncology; Clinical trial; Internal medicine; Surgery","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003727212,0.0007243455,0.001707893,0.0005440645,0.0001806858,0.00004740681,0.0005556561,0.003188797,0.000290542],"category_scores_gemma":[0.0002609106,0.0005695058,0.0009162277,0.0002746241,0.0001029223,0.00005891687,0.00007522925,0.0008964468,0.0001267693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231499,"about_ca_system_score_gemma":0.001875586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000265991,"about_ca_topic_score_gemma":0.00004876422,"domain_scores_codex":[0.9965268,0.0003383922,0.0007966412,0.001032959,0.0004198698,0.0008853292],"domain_scores_gemma":[0.9950578,0.002794567,0.0004931595,0.001326322,0.0001720876,0.0001561071],"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":[0.001550321,0.0011295,0.01002516,0.0005763691,0.0008601688,0.003824635,0.0001796492,5.181908e-7,0.00000857098,0.00004590514,0.8792785,0.1025207],"study_design_scores_gemma":[0.04291993,0.003759252,0.02599348,0.0001607808,0.002359956,0.0002095005,0.00001117801,0.00001500726,0.0002096509,0.0005007689,0.9234176,0.0004428455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04027279,0.006191624,0.000139189,0.9323642,0.003176622,0.004181365,0.002637652,0.0002914559,0.01074508],"genre_scores_gemma":[0.006812207,0.02508725,0.002268869,0.9344185,0.01583541,0.002895262,0.00389306,0.0001778129,0.008611624],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1020779,"threshold_uncertainty_score":0.9996756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520719588169545,"score_gpt":0.2821397839153472,"score_spread":0.2669325880336518,"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."}}