{"id":"W2554311364","doi":"10.1182/blood.v120.21.687.687","title":"Response-Adapted Therapy for Diffuse Large B-Cell Non-Hodgkin's Lymphoma (DLBCL)Based On Early [18F] FDG-PET Scanning: An Eastern Cooperative Oncology Group Study (E3404)","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Lymphoma; Internal medicine; CHOP; Nuclear medicine; Stage (stratigraphy); Oncology; Radiology","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":[0.004124621,0.0006447984,0.0008338272,0.0004738204,0.0003360956,0.0005011934,0.001037034,0.001056399,0.001087019],"category_scores_gemma":[0.001584699,0.00033823,0.001078616,0.0006690153,0.0006562043,0.0005542535,0.0004960957,0.001178634,0.0003022697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551348,"about_ca_system_score_gemma":0.001031087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575254,"about_ca_topic_score_gemma":0.001707651,"domain_scores_codex":[0.9984851,0.001022471,0.00009599498,0.0001442804,0.0001132883,0.000138822],"domain_scores_gemma":[0.9987753,0.000276651,0.0002500559,0.0001961484,0.00009018742,0.0004116756],"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":[0.4396352,0.1336811,0.306286,0.0004674987,0.00203291,0.0005739309,0.0007307364,0.003690266,0.02620947,0.0001775386,0.001247837,0.08526747],"study_design_scores_gemma":[0.09134419,0.5498787,0.3524915,0.00004521815,0.0007910504,0.000323498,0.0001237649,0.001171633,0.001590834,0.0001362861,0.002064438,0.00003893241],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988163,0.0001713769,0.0001078416,0.00003819267,0.000007348709,0.0004965209,0.0001387081,0.000005569562,0.000218185],"genre_scores_gemma":[0.9969734,0.0001971785,0.0006524317,0.0002410499,0.00004167481,0.0009167697,0.0006593264,0.0000047724,0.0003134539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004124621,"threshold_uncertainty_score":0.02181339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840392391043218,"score_gpt":0.3108751381023669,"score_spread":0.2824712141919348,"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."}}