{"id":"W2004634154","doi":"10.3109/10428194.2011.584004","title":"High-dose methotrexate based chemotherapy with deferred radiation for treatment of newly diagnosed primary central nervous system lymphoma","year":2011,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Procarbazine; Primary central nervous system lymphoma; Regimen; Vincristine; Methotrexate; Internal medicine; Surgery; Radiation therapy; Chemotherapy; Oncology; Cyclophosphamide","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002855496,0.001336981,0.002345409,0.0005295261,0.0003765623,0.00009720131,0.0003109699,0.0005964846,0.00006178374],"category_scores_gemma":[0.00004601749,0.001037964,0.0007505331,0.0006727641,0.0003846379,0.0003105068,0.00005236371,0.00003972279,0.00001797116],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649829,"about_ca_system_score_gemma":0.00487499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007966508,"about_ca_topic_score_gemma":0.00012331,"domain_scores_codex":[0.9947085,0.0002113272,0.001359973,0.001518227,0.0007778367,0.00142413],"domain_scores_gemma":[0.9959041,0.0006260243,0.0008799437,0.001341421,0.0003235542,0.0009249328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01342427,0.003670121,0.02256734,0.0009824211,0.001708121,0.001172801,0.002225777,0.0001080787,0.0018506,0.001010894,0.0004513719,0.9508282],"study_design_scores_gemma":[0.1277819,0.005013917,0.7866943,0.0006647623,0.002158669,0.0009882834,0.0005327818,0.004443589,0.06449584,0.0000601776,0.006115326,0.001050442],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895119,0.003438109,0.001034458,0.0001159858,0.0004345251,0.003564063,0.0002924685,0.0004296856,0.001178786],"genre_scores_gemma":[0.9787779,0.001486579,0.01580881,0.0006582641,0.0003820156,0.001523414,0.0007851387,0.0002910813,0.0002868411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9497778,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676367970394319,"score_gpt":0.2298461671649206,"score_spread":0.2130824874609774,"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."}}