{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003695747,0.0005832943,0.00149182,0.0002662549,0.0003291596,0.001527599,0.0005395328,0.001869934,0.01401036],"category_scores_gemma":[0.01297692,0.0001895044,0.001785126,0.0004109858,0.0004430915,0.00111027,0.000483987,0.003811028,0.002047726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141253,"about_ca_system_score_gemma":0.001260977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195088,"about_ca_topic_score_gemma":0.00426273,"domain_scores_codex":[0.9977089,0.001496924,0.0001138433,0.000252372,0.000293154,0.0001347632],"domain_scores_gemma":[0.9933038,0.003863869,0.000890162,0.0004436141,0.0007094006,0.0007890916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3946503,0.001718528,0.005693208,0.006892745,0.01155443,0.0003004356,0.0001549349,0.0009135018,0.003012476,0.006379734,0.3155151,0.2532145],"study_design_scores_gemma":[0.6150265,0.05050222,0.0258715,0.004035925,0.01152417,0.000575141,0.0001756859,0.001443917,0.001754794,0.01224359,0.2766529,0.0001935963],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3129242,0.2957781,0.006200442,0.1718727,0.03967256,0.005391428,0.03465182,0.002291339,0.1312174],"genre_scores_gemma":[0.7898945,0.04158489,0.008342501,0.09356175,0.01395293,0.003787461,0.01421036,0.000347087,0.03431855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401036,"threshold_uncertainty_score":0.04686934,"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."}}