{"id":"W4416968887","doi":"10.1182/bloodadvances.2025018079","title":"Consensus recommendations from the 2024 International Follicular Lymphoma Scientific Workshop","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; Princess Margaret Cancer Centre","funders":"National Cancer Institute; Pharmacyclics; Genentech; National Institutes of Health; Incyte; Gilead Sciences; Regeneron Pharmaceuticals; Leukemia and Lymphoma Society; Ipsen; BeiGene; Daiichi Sankyo Europe; Sanofi; Pfizer; National Institute of Allergy and Infectious Diseases; MorphoSys; Celgene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Follicular lymphoma; Lymphoma; Context (archaeology); Clinical trial; Disease; Chemotherapy; Follicular phase","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":[0.05689509,0.001851769,0.002764674,0.004885271,0.002711884,0.00783218,0.009131275,0.02578744,0.03503199],"category_scores_gemma":[0.09241567,0.001393287,0.007183483,0.004136513,0.001521926,0.005726024,0.006406679,0.02032262,0.02590656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009670728,"about_ca_system_score_gemma":0.03852855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009603142,"about_ca_topic_score_gemma":0.009884385,"domain_scores_codex":[0.9717795,0.01204396,0.005215782,0.001499409,0.007143529,0.00231778],"domain_scores_gemma":[0.8940145,0.0196505,0.005835477,0.002090005,0.06568307,0.01272643],"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":[0.0001222425,0.00006492423,0.0002478074,0.002163701,0.00006926,0.0001122506,0.0000974721,0.0002238281,0.0001444391,0.002285179,0.9242973,0.0701715],"study_design_scores_gemma":[0.0002076516,0.00005313881,0.0006856383,0.01012646,0.0001566404,0.0001619362,0.000257266,0.0001564945,0.0001748238,0.004283364,0.9836929,0.00004367842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006830682,0.05334439,0.005356846,0.8102727,0.09542929,0.001758625,0.004909883,0.0003703404,0.02787482],"genre_scores_gemma":[0.01596384,0.1215846,0.05615827,0.6534627,0.04709892,0.01029142,0.02410998,0.0006011944,0.07072911],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05689509,"threshold_uncertainty_score":0.3008936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563828593378401,"score_gpt":0.3053785913689192,"score_spread":0.2897403054351352,"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."}}