{"id":"W4296529430","doi":"10.1016/s2152-2650(22)00990-9","title":"Poster: HL-507 First-Line Brentuximab Vedotin Plus Chemotherapy Improves Overall Survival in Patients With Stage III/IV Classical Hodgkin Lymphoma: An Updated Analysis of ECHELON-1","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Brentuximab vedotin; Oncology; Stage (stratigraphy); Internal medicine; Medicine; Classical Hodgkin lymphoma; Chemotherapy; Hodgkin lymphoma; Lymphoma; Biology","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":[0.001399504,0.0003952001,0.0008898455,0.0004360138,0.0001770401,0.0007489317,0.0004189991,0.0004540122,0.005578286],"category_scores_gemma":[0.00185952,0.0001381207,0.000900152,0.0004604628,0.0001789896,0.0005217233,0.0003046932,0.0008011875,0.0006563988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004606527,"about_ca_system_score_gemma":0.0004684457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004574051,"about_ca_topic_score_gemma":0.001744529,"domain_scores_codex":[0.9996198,0.0001441562,0.0000379092,0.00004979114,0.0001052026,0.000043094],"domain_scores_gemma":[0.99921,0.0003459715,0.000193442,0.00003733664,0.0001223645,0.00009092522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.06758215,0.00157789,0.1106305,0.003041356,0.007397071,0.0004127839,0.0001078859,0.0009741422,0.00800341,0.000237007,0.04075967,0.7592762],"study_design_scores_gemma":[0.01917315,0.02917538,0.8544617,0.001190863,0.01686961,0.001989188,0.0001914287,0.00165473,0.005976708,0.000795627,0.06840475,0.0001168539],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7897682,0.1761582,0.0006852687,0.008483846,0.002493895,0.0003711043,0.006352934,0.0002231105,0.01546346],"genre_scores_gemma":[0.9343923,0.04196385,0.001224373,0.006558715,0.001933084,0.0001229064,0.008232848,0.00004017437,0.005531747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005578286,"threshold_uncertainty_score":0.0186612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977739911656897,"score_gpt":0.2948444363733778,"score_spread":0.2750670372568088,"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."}}