{"id":"W2129822063","doi":"10.1093/annonc/mds150","title":"Diffuse large B-cell lymphoma of Waldeyer's ring has distinct clinicopathologic features: a GELA study","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"Fonds De La Recherche Scientifique - FNRS","keywords":"BCL6; Immunophenotyping; Germinal center; Subtyping; Medicine; Pathology; Lymphoma; Stage (stratigraphy); Follicular lymphoma; International Prognostic Index; Biopsy; Diffuse large B-cell lymphoma; B cell; Internal medicine; Biology; Immunology; Antibody; Flow cytometry","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":[0.0008671589,0.000670402,0.0005147846,0.002447077,0.0007659781,0.00106527,0.0004761036,0.0007865034,0.002642141],"category_scores_gemma":[0.001794263,0.0004424474,0.0005463277,0.0008177197,0.001085541,0.001330169,0.001137294,0.0004815735,0.001056541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976103,"about_ca_system_score_gemma":0.0002436741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008397591,"about_ca_topic_score_gemma":0.0007399812,"domain_scores_codex":[0.9995838,0.00009577269,0.00004522704,0.00009472608,0.00004840604,0.0001320148],"domain_scores_gemma":[0.9990688,0.0003396065,0.0001284139,0.0001515356,0.00009105537,0.0002206428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002154731,0.0005410821,0.9243954,0.00006621733,0.00008860434,0.03794204,0.001963406,0.00007640226,0.02534475,0.0004814067,0.0002795703,0.006666416],"study_design_scores_gemma":[0.0001979552,0.001314437,0.8700969,0.00002781983,0.0002143059,0.1177437,0.004002006,0.0006713645,0.002278006,0.0003892131,0.003019561,0.0000448272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983611,0.0001798329,0.00008120426,0.00003209062,0.000004013441,0.0000128178,0.00004897983,0.000007844115,0.001272093],"genre_scores_gemma":[0.9994579,0.00007237579,0.0001435225,0.00003058587,0.00001818572,0.00001280412,0.0001220578,0.00000872479,0.0001337815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002642141,"threshold_uncertainty_score":0.008838892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128535763750393,"score_gpt":0.3977432483262386,"score_spread":0.2848896719511992,"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."}}