{"id":"W3217732564","doi":"10.6004/jnccn.2021.5109","title":"Diffuse Large B-Cell Lymphoma: Optimizing Therapy for Relapsed/Refractory Disease","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"","keywords":"Medicine; Refractory (planetary science); Lymphoma; Diffuse large B-cell lymphoma; Oncology; Internal medicine; Disease; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001092253,0.0001627953,0.0003365566,0.00004322649,0.0002222493,0.00003221248,0.0001306626,0.00005640584,0.00006236912],"category_scores_gemma":[0.0001011403,0.0001037716,0.0005207394,0.0002019841,0.0000349076,0.00008808087,0.00005161932,0.0001176824,0.000002407259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924775,"about_ca_system_score_gemma":0.001134126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001775867,"about_ca_topic_score_gemma":0.000001568661,"domain_scores_codex":[0.9985389,0.00008547912,0.0003743035,0.000166553,0.0005986291,0.0002362071],"domain_scores_gemma":[0.996691,0.0004817804,0.0004200509,0.0001469735,0.002074387,0.000185784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01171405,0.02805374,0.0858072,0.0003312355,0.004131294,0.0006394791,0.0005900104,0.03686408,0.003398472,0.003299537,0.8093354,0.0158355],"study_design_scores_gemma":[0.06988123,0.0004281006,0.2509582,0.0008055459,0.0006230391,0.0001877517,0.0001033679,0.001205721,0.002241023,0.00207319,0.6712169,0.0002759232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8317412,0.1488874,0.0002891021,0.01389281,0.003605059,0.0007614188,0.0001696087,0.00001998866,0.0006334145],"genre_scores_gemma":[0.9771923,0.006260184,0.001581976,0.01139769,0.002742997,0.00005309258,0.00001888789,0.00003004897,0.0007227956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165151,"threshold_uncertainty_score":0.4231682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837105324427232,"score_gpt":0.3136368959604299,"score_spread":0.2752658427161576,"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."}}