{"id":"W4417008302","doi":"10.1182/blood-2025-1851","title":"Interim and end-of-treatment FDG-PET demonstrate limited ability to predict 3-year progression-free survival with nivolumab-AVD in first-line treatment of advanced stage Hodgkin lymphoma: Imaging sub-analysis of Phase 3 S1826 study","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Dacarbazine; ABVD; Stage (stratigraphy); Regimen; Interim analysis; Phases of clinical research; Brentuximab vedotin; Chemotherapy regimen; Progression-free survival","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":[0.006470426,0.0009885809,0.001224968,0.0002865518,0.0002063026,0.001405504,0.0007594159,0.001075906,0.001394362],"category_scores_gemma":[0.003223072,0.0004266074,0.001662418,0.0003247042,0.0004498486,0.0007542036,0.0003723486,0.001746472,0.0006439989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896311,"about_ca_system_score_gemma":0.0005053626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004905739,"about_ca_topic_score_gemma":0.00120842,"domain_scores_codex":[0.9987304,0.0007168584,0.00007525766,0.0001862471,0.0001854884,0.0001057566],"domain_scores_gemma":[0.997243,0.000782217,0.0007523942,0.0004145304,0.0003016296,0.0005061588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3641416,0.007064149,0.4866425,0.0004778746,0.004063321,0.000310363,0.0004230033,0.003721017,0.03109789,0.0002145879,0.004936356,0.09690729],"study_design_scores_gemma":[0.0340538,0.1183924,0.8130642,0.0001207015,0.003263903,0.00144838,0.0002128907,0.00816328,0.01296638,0.0006368622,0.007572579,0.0001047776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944958,0.001646377,0.0007028909,0.0001993012,0.00004307195,0.0001314417,0.001505236,0.00006658097,0.001209252],"genre_scores_gemma":[0.994584,0.0002550691,0.0005721318,0.0002691838,0.00003896291,0.00009260732,0.003590392,0.00001911718,0.0005785049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006470426,"threshold_uncertainty_score":0.03421932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618549082211739,"score_gpt":0.3174914110932512,"score_spread":0.3013059202711338,"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."}}