{"id":"W2979475210","doi":"10.1182/blood.v124.21.1703.1703","title":"Gray Zone Lymphoma (GZL) with Features Intermediate Between Classical Hodgkin Lymphoma (cHL) and Diffuse Large B-Cell Lymphoma (DLBCL): Analysis of Tumor Immunophenotype (IP) and Critical Examination of Therapy with Associated Impact on Outcome","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; B symptoms; CD30; Diffuse large B-cell lymphoma; Univariate analysis; Internal medicine; International Prognostic Index; Immunophenotyping; Rituximab; Lymphoma; Vincristine; Anaplastic large-cell lymphoma; Oncology; CD20; Gastroenterology; Chemotherapy; Multivariate analysis; Immunology; Cyclophosphamide","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":[0.0002721842,0.00013074,0.0001561797,0.0006685316,0.0002039088,0.0002592104,0.000135149,0.0001270194,0.001008393],"category_scores_gemma":[0.0003621225,0.0001038788,0.0001235898,0.0007049254,0.0002849566,0.0001869479,0.0003631019,0.0001471377,0.0001181364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601272,"about_ca_system_score_gemma":0.0001833065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009425908,"about_ca_topic_score_gemma":0.001684254,"domain_scores_codex":[0.9998833,0.00002623374,0.00001494927,0.00003122151,0.00002062736,0.00002377618],"domain_scores_gemma":[0.9997332,0.0000546605,0.0001361445,0.00002219328,0.00001599152,0.0000378959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213792,0.0000190015,0.9962974,0.000008167957,0.000009306525,0.0005215892,0.00005375933,0.00004045575,0.00115565,0.000008723116,0.00003713267,0.001727258],"study_design_scores_gemma":[0.00001029003,0.0001864353,0.9949181,0.000003182672,0.00001912877,0.003918722,0.0001726075,0.0001133435,0.0004512334,0.00002074065,0.0001846893,0.000001618476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997335,0.00005217759,0.00005024684,0.000004760703,3.010215e-7,0.000004525166,0.00006521801,0.000001497173,0.00008768771],"genre_scores_gemma":[0.9996957,0.0000296012,0.00007954275,0.000007146501,0.000001973787,0.000003320941,0.000141552,6.319182e-7,0.00004046808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008393,"threshold_uncertainty_score":0.003373384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009504412341319787,"score_gpt":0.2620544256927483,"score_spread":0.2525500133514286,"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."}}