{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005110098,0.0001807269,0.001147178,0.0001261561,0.0001576389,0.0002176776,0.0002039288,0.0002201456,0.0001785949],"category_scores_gemma":[0.0006254937,0.0002526144,0.0002286386,0.0001799797,0.0000384126,0.0001425231,0.00007143046,0.0002128438,0.00002133961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427601,"about_ca_system_score_gemma":0.0002628857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0158536,"about_ca_topic_score_gemma":0.03419392,"domain_scores_codex":[0.9972552,0.0004466859,0.0009881,0.0003644742,0.0004346059,0.0005109112],"domain_scores_gemma":[0.9981548,0.0005579972,0.0005244529,0.0002710072,0.0001763599,0.0003153815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003463103,0.01992978,0.8902971,0.0000520623,0.0000733255,0.07314353,0.000213413,0.000004731364,0.0001310819,0.000002063452,0.01257956,0.003538738],"study_design_scores_gemma":[0.05184821,0.0006249421,0.912077,0.0009398314,0.0002346164,0.03062468,0.0003136876,0.00007096594,0.0002798755,0.0001973615,0.002688009,0.0001007994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962409,0.002435694,0.0001234507,0.00009626835,0.0002825088,0.0004408241,0.00006341638,0.00003185996,0.0002850974],"genre_scores_gemma":[0.9974176,0.0001450586,0.001190629,0.0007614293,0.0001687232,0.00004430195,0.00005319615,0.00004457505,0.0001745452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05181357,"threshold_uncertainty_score":0.9999926,"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."}}