{"id":"W2157783814","doi":"10.3109/10428194.2011.633250","title":"Upfront thiotepa, busulfan, cyclophosphamide, and autologous stem cell transplantation for primary CNS lymphoma: a single centre experience","year":2011,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; ThioTEPA; Busulfan; Primary central nervous system lymphoma; Cyclophosphamide; Internal medicine; Autologous stem-cell transplantation; Oncology; Vincristine; Surgery; Chemotherapy; Regimen; Performance status","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":[],"category_scores_codex":[0.0002721672,0.001159278,0.00144951,0.0003381175,0.0006488248,0.0001674994,0.0003339988,0.0007351243,0.0000699411],"category_scores_gemma":[0.00003275293,0.00104989,0.0004262696,0.0004350274,0.0005406519,0.0005173429,0.0001652197,0.0000929266,0.00004396868],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001679,"about_ca_system_score_gemma":0.001911877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883535,"about_ca_topic_score_gemma":0.0001594969,"domain_scores_codex":[0.9948266,0.0001233859,0.00118949,0.00178378,0.0006639409,0.001412796],"domain_scores_gemma":[0.9969862,0.0004070282,0.0004852141,0.0009340186,0.0002479158,0.0009396091],"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":[0.003569453,0.001756508,0.03463092,0.001224749,0.0003813152,0.001558705,0.01578022,0.000005367048,0.006225039,0.0007304388,0.001449204,0.9326881],"study_design_scores_gemma":[0.03088231,0.001387798,0.8777183,0.0005448377,0.001197062,0.002855378,0.002585556,0.0006808943,0.06596318,0.0002749193,0.01456335,0.001346389],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816262,0.007899575,0.0003619269,0.0001597689,0.0005372872,0.001999057,0.0002055458,0.0004387576,0.006771869],"genre_scores_gemma":[0.9875317,0.003385417,0.004505277,0.001416554,0.0002123385,0.0005793227,0.0003069688,0.0001968662,0.00186558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9313417,"threshold_uncertainty_score":0.9991952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492588891982162,"score_gpt":0.219093599560613,"score_spread":0.2041677106407914,"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."}}