{"id":"W4378980099","doi":"10.1200/edbk_390334","title":"Frontline Management of Nodal Peripheral T-Cell Lymphomas","year":2023,"lang":"en","type":"article","venue":"American Society of Clinical Oncology Educational Book","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anaplastic large-cell lymphoma; Brentuximab vedotin; Vincristine; Medicine; Lymphoma; Oncology; BCL6; Internal medicine; CD30; Anthracycline; Peripheral T-cell lymphoma; CHOP; Cyclophosphamide; Cancer research; Chemotherapy; Immunology; T cell; B cell; Cancer; Breast cancer; Immune system","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":[0.000225374,0.000347817,0.000503523,0.0005103097,0.000337094,0.0006526377,0.0005490996,0.0005310838,0.009792444],"category_scores_gemma":[0.0004989305,0.0000729859,0.0003877246,0.0002062938,0.000145327,0.0007186678,0.0005633383,0.00103783,0.005465719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004574086,"about_ca_system_score_gemma":0.0002691423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003390232,"about_ca_topic_score_gemma":0.0008829454,"domain_scores_codex":[0.9997895,0.00003832999,0.00001594994,0.00003451932,0.00006692989,0.00005471444],"domain_scores_gemma":[0.9997614,0.00002807178,0.00003940127,0.00001346835,0.00004871313,0.0001088105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001162274,0.0004433403,0.009420179,0.001178881,0.0001185334,0.003692585,0.00016608,0.001070078,0.01184164,0.002053708,0.1147641,0.8540885],"study_design_scores_gemma":[0.0008139155,0.002728986,0.03496115,0.002954774,0.0004141295,0.03424866,0.0004332567,0.004807281,0.01279309,0.0096265,0.8961516,0.00006661931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2957498,0.3454346,0.07619922,0.02316096,0.00581872,0.001429896,0.004054704,0.005644453,0.2425077],"genre_scores_gemma":[0.7946671,0.08783019,0.02718065,0.01543604,0.005597695,0.0007460131,0.009107823,0.0005997411,0.05883465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009792444,"threshold_uncertainty_score":0.03275901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06167821673618624,"score_gpt":0.439364481551169,"score_spread":0.3776862648149828,"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."}}