{"id":"W4411349405","doi":"10.1002/hon.70093_56","title":"56 | GENOMIC ANALYSIS OF MATURE B‐CELL LYMPHOMAS","year":2025,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Spinal Cord Injury BC; Simon Fraser University; Genome British Columbia","funders":"Celgene; Gilead Sciences","keywords":"B cell; Cancer research; Computational biology; Biology; Genetics; Medicine; Antibody","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":[0.0004253584,0.0002236736,0.0003786818,0.001350995,0.0002230094,0.0005602287,0.0002246969,0.0002756021,0.001798603],"category_scores_gemma":[0.0008919911,0.0001820301,0.0004670738,0.001211912,0.0001136408,0.0001631839,0.000471929,0.0002270451,0.0007237504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570768,"about_ca_system_score_gemma":0.0002250734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009783854,"about_ca_topic_score_gemma":0.001911905,"domain_scores_codex":[0.9996397,0.00003509858,0.00003093728,0.0001546929,0.0001099503,0.00002951636],"domain_scores_gemma":[0.9997347,0.00006483298,0.0000618463,0.00004738363,0.00005697837,0.00003422053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000799011,0.00004299464,0.2059691,0.0007734564,0.0006226227,0.00131373,0.0003154484,0.00192918,0.6930185,0.0005881921,0.0030781,0.09154952],"study_design_scores_gemma":[0.00004263668,0.0002136593,0.8874241,0.0000998321,0.0005716876,0.004475765,0.0001993169,0.003542286,0.06359844,0.000867193,0.038938,0.00002705133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664416,0.003325607,0.009330348,0.0001287863,0.00002514476,0.00005301807,0.01664883,0.0003389015,0.003707767],"genre_scores_gemma":[0.9438627,0.001814559,0.01252829,0.0001526617,0.00002789539,0.0001017923,0.03940742,0.0001838111,0.001920857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798603,"threshold_uncertainty_score":0.00601691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158113372617889,"score_gpt":0.3204125927343742,"score_spread":0.3046012554725853,"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."}}