{"id":"W2132821700","doi":"10.1002/pbc.24234","title":"Progressive transformation of germinal centers in children and adolescents: An intriguing cause of lymphadenopathy","year":2012,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Pediatric Oncology Group of Ontario","keywords":"Medicine; Germinal center; Biopsy; Incidence (geometry); Dermatology; Pathology; B cell; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003889567,0.0002481537,0.0002503882,0.000929345,0.0003109776,0.0004468641,0.0002472428,0.000395177,0.0009792937],"category_scores_gemma":[0.001616956,0.0001636778,0.0001591312,0.0007878228,0.0005345828,0.0005485959,0.0002361993,0.0005366484,0.0001552526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404821,"about_ca_system_score_gemma":0.0003270074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104735,"about_ca_topic_score_gemma":0.001415015,"domain_scores_codex":[0.9997861,0.0000463986,0.00002776432,0.00003608147,0.00005574026,0.00004795584],"domain_scores_gemma":[0.9986664,0.0003967749,0.0006601621,0.00003796906,0.0000879528,0.0001508023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002900099,0.000009179694,0.980832,0.00004081438,0.00001158182,0.01325748,0.0001300603,0.00004924365,0.0006153661,0.00006281216,0.0002111144,0.004751334],"study_design_scores_gemma":[0.000008261398,0.0001303069,0.7934942,0.00009580534,0.00004418954,0.2029768,0.0006364692,0.0001795086,0.0006628172,0.0001307921,0.001634287,0.000006505859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994157,0.004523907,0.0002269975,0.0001554643,0.00001105172,0.000009152895,0.000104923,0.00001103855,0.0008005277],"genre_scores_gemma":[0.9981735,0.001379652,0.0002213721,0.00005253988,0.00003428189,0.000003484801,0.0000794552,0.000002771286,0.00005293024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104735,"threshold_uncertainty_score":0.00327611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257932063822594,"score_gpt":0.2742514160913982,"score_spread":0.2659934840275757,"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."}}