{"id":"W2059294763","doi":"10.1001/archotol.132.7.797","title":"Progressive Transformation of Germinal Centers","year":2006,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Transformation (genetics); Germinal center; Biology; Genetics","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":[0.00009731657,0.0002717486,0.0001608185,0.0004465437,0.0002592907,0.0002469827,0.0002227294,0.0002144984,0.002226948],"category_scores_gemma":[0.0007995528,0.00008735294,0.0001325149,0.0002443798,0.0003620985,0.0003172561,0.0002617517,0.0004118089,0.0003403289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653727,"about_ca_system_score_gemma":0.0002591817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008987312,"about_ca_topic_score_gemma":0.00147659,"domain_scores_codex":[0.9999269,0.000009617278,0.000004907586,0.0000176876,0.00002000204,0.00002091129],"domain_scores_gemma":[0.9996824,0.00006124862,0.00009499127,0.00005463709,0.00003033522,0.0000763368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0005406724,0.0001314422,0.4022004,0.0003593918,0.00006237198,0.4052953,0.001052009,0.0005445764,0.06765188,0.002358725,0.001853444,0.1179499],"study_design_scores_gemma":[0.00004247136,0.0004943925,0.2255629,0.00002710544,0.00004021718,0.7412651,0.0002982635,0.0004886417,0.0180082,0.001170512,0.01258484,0.00001749545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986654,0.002222131,0.001526524,0.0001012957,0.00002473534,0.00006145079,0.0001534793,0.0001423195,0.00911415],"genre_scores_gemma":[0.9988704,0.0002450234,0.0002786421,0.00005335163,0.00001657354,0.000004324646,0.00004767627,0.000006047898,0.0004779215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226948,"threshold_uncertainty_score":0.007449865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222090257966528,"score_gpt":0.254540275841256,"score_spread":0.2423193732615907,"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."}}