{"id":"W1955256573","doi":"10.1038/leu.2015.237","title":"Primary testicular diffuse large B-cell lymphoma displays distinct clinical and biological features for treatment failure in rituximab era: a report from the International PTL Consortium","year":2015,"lang":"en","type":"article","venue":"Leukemia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Cancer Institute","keywords":"Rituximab; Diffuse large B-cell lymphoma; Lymphoma; Internal medicine; Oncology; Medicine; Germinal center; Immunophenotyping; International Prognostic Index; Cancer research; B cell; Immunology; Antibody","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":[0.0003060492,0.0002457154,0.0005287011,0.00003022752,0.00006714651,0.00005090493,0.0001156099,0.0001946355,0.00001186101],"category_scores_gemma":[0.0006746256,0.0001295391,0.0001758771,0.00005855945,0.0001543678,0.00004434243,0.0001067274,0.00008194327,0.00001355827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009477629,"about_ca_system_score_gemma":0.0005311344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005665634,"about_ca_topic_score_gemma":0.0004639929,"domain_scores_codex":[0.998432,0.00007079139,0.0004808403,0.0005237439,0.0002247081,0.0002678542],"domain_scores_gemma":[0.9982597,0.000932005,0.0001452356,0.0003716649,0.0000761645,0.0002152842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007429558,0.006547022,0.9719019,0.000009232985,0.000188283,0.001906224,0.0001600874,4.25176e-7,0.00004933033,0.0001642589,0.01384586,0.004484427],"study_design_scores_gemma":[0.06210827,0.0005456163,0.8937962,0.00005923892,0.0002243053,0.000366444,0.0001174423,0.000193086,0.0001451527,0.0002706745,0.04203146,0.0001421168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937347,0.00114486,0.0000490791,0.002951181,0.0002609727,0.0007985221,0.0002892771,0.00004082781,0.0007306194],"genre_scores_gemma":[0.9947897,0.0001596991,0.001802113,0.001055561,0.0004065072,0.0003146279,0.001138104,0.00001767707,0.0003159773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0781057,"threshold_uncertainty_score":0.5282452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606321623262632,"score_gpt":0.3039912200995746,"score_spread":0.2679280038669483,"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."}}