{"id":"W4412105729","doi":"10.1093/bjr/tqaf145","title":"Author response to Letter manuscript BJR-D-25-00310 “Aligning systematic reviews: the role of PET in detecting histological transformation in follicular lymphoma”","year":2025,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Follicular lymphoma; Medicine; Lymphoma; Transformation (genetics); Pathology; Follicular phase; Medical physics; Internal medicine; Biology","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":[0.02762763,0.001439157,0.004109285,0.003024828,0.003184258,0.007343063,0.003299575,0.03969991,0.03789997],"category_scores_gemma":[0.2119776,0.001895453,0.003421054,0.002624108,0.002717897,0.004200658,0.003981551,0.02452956,0.016747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014891,"about_ca_system_score_gemma":0.01358535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009599265,"about_ca_topic_score_gemma":0.02130033,"domain_scores_codex":[0.97131,0.01107941,0.005683299,0.00232034,0.007815911,0.001791054],"domain_scores_gemma":[0.8692288,0.05585245,0.01609433,0.003017751,0.04164949,0.01415724],"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":[0.00007450162,0.000006775216,0.0001982745,0.00025583,0.0000363755,0.00008928982,0.00002858892,0.00001545534,0.00003182275,0.0001821243,0.9973196,0.001761415],"study_design_scores_gemma":[0.0008900829,0.0001131264,0.002303758,0.003134803,0.000219476,0.0005002499,0.0003156111,0.0002699781,0.000178163,0.002402307,0.9895335,0.0001388631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001114598,0.001548424,0.0001127737,0.9355355,0.06080001,0.00007657779,0.0004921312,0.00006248362,0.001260642],"genre_scores_gemma":[0.001331752,0.001332058,0.0003606302,0.9367322,0.05380211,0.0002493489,0.0001676067,0.00006957193,0.005954748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03969991,"threshold_uncertainty_score":0.1461107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033430670282667,"score_gpt":0.2809494961575199,"score_spread":0.2606151894546933,"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."}}