{"id":"W4388924168","doi":"10.1101/2023.11.21.567983","title":"Revisiting Reddy: A DLBCL Do-over","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Exome sequencing; Biology; Genetics; Computational biology; Exome; Gene; Mutation","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":[0.0127528,0.0009561449,0.001271401,0.002339174,0.00167317,0.006673254,0.001796313,0.001636545,0.009070115],"category_scores_gemma":[0.03547683,0.0005837757,0.00166166,0.002100728,0.00111293,0.00219122,0.00301312,0.003687681,0.003112353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148856,"about_ca_system_score_gemma":0.002571752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747925,"about_ca_topic_score_gemma":0.01094286,"domain_scores_codex":[0.9946746,0.001404626,0.0004504935,0.001532748,0.001448575,0.0004890079],"domain_scores_gemma":[0.977706,0.01201964,0.001335668,0.00424663,0.003043657,0.001648403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004650545,0.0004409391,0.1552051,0.002438273,0.002385652,0.01475551,0.002852478,0.003317407,0.0463265,0.02177536,0.3426839,0.4031684],"study_design_scores_gemma":[0.000774962,0.0007819799,0.08477986,0.003094325,0.002426522,0.02032611,0.002625774,0.01155648,0.0488526,0.05279858,0.7716306,0.0003521297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5382302,0.03449237,0.09287447,0.198274,0.01845962,0.0007021964,0.06777363,0.01007143,0.03912197],"genre_scores_gemma":[0.7531603,0.008638565,0.06240058,0.1133931,0.00395258,0.000318733,0.03443032,0.007981189,0.01572461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127528,"threshold_uncertainty_score":0.06744409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404881991910852,"score_gpt":0.2581394745828764,"score_spread":0.2340906546637679,"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."}}