{"id":"W4410956128","doi":"10.1007/s40336-025-00707-x","title":"SUVR (SUVmax Lymphoma/SUVmax Liver) vs. Deauville score for predicting PFS in Hodgkin Lymphoma","year":2025,"lang":"en","type":"article","venue":"Clinical and Translational Imaging","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Hodgkin lymphoma; Lymphoma; Nuclear medicine; Radiology; Internal medicine; Oncology","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":[0.00131303,0.0004039588,0.0004341796,0.0008419456,0.0001890821,0.0008570224,0.0003568995,0.0006316704,0.0023839],"category_scores_gemma":[0.003044503,0.0001384743,0.0005548068,0.0004093019,0.0003169831,0.0007717552,0.0004014215,0.0005810219,0.0004129168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998022,"about_ca_system_score_gemma":0.0003423244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167235,"about_ca_topic_score_gemma":0.003439924,"domain_scores_codex":[0.9997033,0.0001105435,0.0000283679,0.00005459881,0.00004847489,0.00005456325],"domain_scores_gemma":[0.9987925,0.0005933039,0.0002149271,0.00005493879,0.0001208712,0.0002234833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004970049,0.00008599923,0.9385996,0.000124664,0.0003514604,0.0001938487,0.00005965099,0.003008614,0.002459696,0.0003240743,0.001489244,0.04833322],"study_design_scores_gemma":[0.0002088568,0.002509114,0.9580921,0.0001520031,0.0007698914,0.002119012,0.0002292258,0.02772911,0.00232335,0.001816204,0.003995078,0.00005603775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871358,0.006697665,0.001031723,0.0004189034,0.00008546613,0.00002249688,0.0006059131,0.0000920467,0.003909963],"genre_scores_gemma":[0.9984832,0.00032901,0.0002864492,0.00004329883,0.00004755886,0.00000849108,0.0003031275,0.000004978765,0.0004938281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023839,"threshold_uncertainty_score":0.007974923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581663873747769,"score_gpt":0.345147206302465,"score_spread":0.3093305675649873,"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."}}