{"id":"W4389236480","doi":"10.3324/haematol.2021.280275","title":"Past, present and future therapeutic approaches in nodal peripheral T-cell lymphomas","year":2023,"lang":"en","type":"letter","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Brentuximab vedotin; Anaplastic large-cell lymphoma; Vincristine; Oncology; CHOP; Peripheral T-cell lymphoma; Medicine; Prednisone; Lymphoma; Internal medicine; T cell; Immunology; Cancer research; CD30; Chemotherapy; Cyclophosphamide; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009784088,0.0005313765,0.001106868,0.0001746523,0.00007947098,0.0000606664,0.0001505499,0.001022332,0.0001773716],"category_scores_gemma":[0.000004092313,0.0003466604,0.0002200338,0.0002044144,0.0001413471,0.00003533981,0.0001236628,0.00058144,0.000113253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985938,"about_ca_system_score_gemma":0.0001020358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007713139,"about_ca_topic_score_gemma":0.000006962321,"domain_scores_codex":[0.9977201,0.0001382232,0.0003975448,0.0007760061,0.0003832224,0.0005848528],"domain_scores_gemma":[0.9990489,0.0001767703,0.0001435133,0.0005037566,0.00002651102,0.0001005593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001253875,0.0006624236,0.04752413,0.001123392,0.0002853962,0.02145248,0.0004967676,0.000001089736,0.000005672017,0.0001348535,0.9164239,0.01176449],"study_design_scores_gemma":[0.003336282,0.0004051765,0.05854479,0.0001802732,0.0002881506,0.001487188,0.0002920931,0.00006572768,0.00009906912,0.0002926787,0.9345767,0.0004318392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04247128,0.009905078,0.000001455698,0.9349195,0.0004444653,0.001392251,0.0000374774,0.0002352062,0.01059324],"genre_scores_gemma":[0.3968495,0.005323311,0.001065463,0.5534596,0.02400633,0.00299243,0.001760258,0.0003912691,0.01415181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.38146,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05974935561026039,"score_gpt":0.2606493981969898,"score_spread":0.2009000425867294,"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."}}