{"id":"W4404673017","doi":"10.1097/01.cot.0001095592.92818.5c","title":"Landmark Clinical Trial Shows Value of Immunotherapy for Hodgkin Lymphoma","year":2024,"lang":"en","type":"article","venue":"Oncology Times","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunotherapy; Medicine; Lymphoma; Hodgkin lymphoma; Value (mathematics); Clinical trial; Landmark; Oncology; Internal medicine; Statistics; Mathematics; Computer science; Artificial intelligence; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005578508,0.0001253462,0.0005775839,0.00007092415,0.00003091013,0.00001016274,0.00006807135,0.0002325431,0.0005465458],"category_scores_gemma":[0.0001109218,0.00008624524,0.00039302,0.00007522329,0.0001101318,0.00002658216,0.00001942457,0.00004861171,0.0000709427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606164,"about_ca_system_score_gemma":0.000631669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003266563,"about_ca_topic_score_gemma":0.000006151955,"domain_scores_codex":[0.9988846,0.0000993409,0.0004686068,0.0002625922,0.0001044656,0.0001804599],"domain_scores_gemma":[0.9982349,0.001357858,0.00007441906,0.0002186221,0.00004493299,0.00006928421],"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":[0.04144057,0.003592316,0.008659709,0.00008978839,0.001525705,0.0001846369,0.0002060614,8.262619e-7,0.0003125881,0.01008799,0.1338806,0.8000192],"study_design_scores_gemma":[0.1139798,0.01349435,0.01191535,0.0001341329,0.000479803,0.00007409285,0.00003449521,0.0003698341,0.001605118,0.001328551,0.8564723,0.0001121952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528056,0.008779489,0.0001264963,0.004848353,0.002577892,0.001720592,0.00008385001,0.0001162963,0.02894144],"genre_scores_gemma":[0.9751856,0.001599048,0.00593194,0.00124996,0.001444473,0.0005376708,0.0001009761,0.00004728821,0.01390301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799907,"threshold_uncertainty_score":0.5984293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033925146743528,"score_gpt":0.412808112025622,"score_spread":0.3624688605581867,"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."}}