{"id":"W4213223977","doi":"10.1182/bloodadvances.2021006018","title":"A genetically distinct pediatric subtype of primary CNS large B-cell lymphoma is associated with favorable clinical outcome","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health; Morgan Adams Foundation; University of California, San Francisco; Leukemia and Lymphoma Society","keywords":"Medicine; Lymphoma; Primary central nervous system lymphoma; Rituximab; Young adult; Cohort; Pediatrics; Biopsy; Oncology; Diffuse large B-cell lymphoma; Internal 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":[0.0003540226,0.000214777,0.0007104207,0.00008523177,0.0001635714,0.00001024031,0.0001451514,0.00005804695,0.0002985854],"category_scores_gemma":[0.0001338269,0.0001643495,0.0002159142,0.0004311803,0.00006784617,0.00005465022,0.0001479839,0.0001190147,0.00001541602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214873,"about_ca_system_score_gemma":0.0003705383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002392077,"about_ca_topic_score_gemma":0.00002812774,"domain_scores_codex":[0.9978813,0.0001098101,0.0006284091,0.0004312317,0.0005780479,0.0003712153],"domain_scores_gemma":[0.9986205,0.0003885937,0.0003550756,0.000360127,0.0001055428,0.0001701906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683461,0.01557164,0.9787544,0.00009785862,0.0001976699,0.0002844268,0.0000527219,0.000004383229,0.00002194039,0.00003676315,0.0004000516,0.004309775],"study_design_scores_gemma":[0.01806954,0.002974793,0.9669513,0.00002320524,0.001405402,0.00004807454,0.00007407086,0.00002031758,0.0004503576,0.00003919865,0.009736563,0.0002071873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880671,0.00789742,0.00001342382,0.0002150536,0.000135472,0.0004259337,0.0002799276,0.00005897108,0.002906736],"genre_scores_gemma":[0.9965947,0.0007303942,0.0007628074,0.0006203816,0.0001021246,0.0001042631,0.000111321,0.00003715003,0.0009368369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178012,"threshold_uncertainty_score":0.6701978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101205716067227,"score_gpt":0.2870005804765157,"score_spread":0.2659885233158434,"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."}}