{"id":"W2075864830","doi":"10.1111/bjh.13085","title":"CD30 expression in de novo diffuse large B‐cell lymphoma: a population‐based study from British Columbia","year":2014,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Vincristine; Tissue microarray; Lymphoma; CHOP; Rituximab; Medicine; International Prognostic Index; Immunohistochemistry; Population; Internal medicine; Germinal center; Cancer research; Oncology; Cyclophosphamide; Pathology; Immunology; Antibody; B cell; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002630534,0.0003766885,0.0004328767,0.001417703,0.001369333,0.001082007,0.000659192,0.0004775051,0.001638606],"category_scores_gemma":[0.0007822049,0.0004230078,0.0002312913,0.001588347,0.0006528539,0.000232666,0.0006576693,0.0004308905,0.0004383871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002644964,"about_ca_system_score_gemma":0.001453953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6443433,"about_ca_topic_score_gemma":0.7086404,"domain_scores_codex":[0.9995827,0.00003649157,0.00003109387,0.0001257877,0.0001175673,0.000106331],"domain_scores_gemma":[0.9993087,0.00007209415,0.0001101374,0.00004811408,0.0002565679,0.0002043393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462714,0.00004039579,0.9923601,0.00002309803,0.0000447756,0.0006428006,0.0005851306,0.0000308991,0.002875203,0.00001983145,0.0003600333,0.002871604],"study_design_scores_gemma":[0.000006828839,0.00002768467,0.9979984,0.000009832986,0.00002519973,0.0006605827,0.0005200312,0.00009989466,0.0001317422,0.000007702167,0.000505487,0.000006544029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989313,0.000174829,0.00003074512,0.0000201218,0.000001891396,0.000008786324,0.0002326972,0.000004315643,0.0005953087],"genre_scores_gemma":[0.9989754,0.0001834623,0.0000360776,0.00003744235,0.000002775381,0.000007785188,0.0003676095,0.000003811017,0.0003857158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3556567,"threshold_uncertainty_score":0.7155024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007589520789091803,"score_gpt":0.2362843618387992,"score_spread":0.2286948410497074,"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."}}