{"id":"W4229083035","doi":"10.3324/haematol.2021.278438","title":"Older patients (aged ≥60 years) with previously untreated advanced-stage classical Hodgkin lymphoma: a detailed analysis from the phase III ECHELON-1 study","year":2021,"lang":"en","type":"article","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"National Cancer Institute; Takeda Oncology","keywords":"Classical Hodgkin lymphoma; Medicine; Hodgkin lymphoma; Stage (stratigraphy); Lymphoma; Internal medicine; Oncology; Gerontology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001293731,0.0003814462,0.001201053,0.00008718037,0.0002016628,0.00007478349,0.0001818085,0.0001402387,0.0009238556],"category_scores_gemma":[0.0001545954,0.0002038394,0.0003149217,0.001049223,0.0001245627,0.00007330147,0.0001290549,0.000128405,0.00008234717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004782,"about_ca_system_score_gemma":0.0001829789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939441,"about_ca_topic_score_gemma":0.001299557,"domain_scores_codex":[0.9973286,0.0003555981,0.0005006087,0.0008218614,0.0005495009,0.0004438719],"domain_scores_gemma":[0.9979399,0.0004212526,0.0002387888,0.0009789912,0.0001964624,0.0002246195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556911,0.01731892,0.9509521,0.00001521839,0.004563737,0.01365316,0.001777177,0.00001173836,0.00002904735,0.00003798182,0.000634607,0.009449389],"study_design_scores_gemma":[0.04647852,0.001522269,0.9424592,0.00009134437,0.005738031,0.00004183091,0.001658914,0.0001182365,0.001004437,0.00000944379,0.0006228901,0.0002549157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966118,0.0007077538,0.00006786747,0.0004572638,0.00004730396,0.001532671,0.00009133028,0.0001414925,0.0003424606],"genre_scores_gemma":[0.9971008,0.00007351346,0.0007086205,0.0005381256,0.00002733121,0.0004464882,0.0005869649,0.00002914413,0.0004890463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04492161,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665708174439748,"score_gpt":0.2836012369880068,"score_spread":0.2669441552436093,"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."}}