{"id":"W2994323776","doi":"10.1002/cam4.2732","title":"An international multicenter retrospective analysis of patients with extranodal marginal zone lymphoma and histologically confirmed central nervous system and dural involvement","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Central nervous system; Retrospective cohort study; Lymphoma; Primary central nervous system lymphoma; Presentation (obstetrics); Pathology; Internal medicine; Surgery","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":[0.00007632194,0.0001931479,0.0006676535,0.0001967439,0.00003176919,0.000008317425,0.00006275054,0.00005525129,0.0003900683],"category_scores_gemma":[0.00001109182,0.0001206323,0.00004995343,0.0001908949,0.0002196286,0.00007848617,0.00002328089,0.00004731988,6.967247e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280115,"about_ca_system_score_gemma":0.0000544491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008750311,"about_ca_topic_score_gemma":0.0002606266,"domain_scores_codex":[0.9986128,0.00002960873,0.0003137703,0.0003972991,0.000433214,0.0002133554],"domain_scores_gemma":[0.9990932,0.00003530471,0.000183595,0.0002170425,0.0002479569,0.0002228852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001937098,0.0004639027,0.9855476,0.0001147337,0.001768892,0.0000489572,0.0007150294,0.000009742927,0.0003666138,0.0001921901,0.00002947795,0.00880578],"study_design_scores_gemma":[0.01439088,0.001722136,0.978426,0.0003364125,0.00220562,0.000009513404,0.0005698141,0.001894815,0.00008622399,5.91778e-7,0.0002460144,0.000112007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976832,0.0006594853,0.00005447503,0.000456647,0.000246236,0.0005896291,0.00009863234,0.00002212085,0.0001896228],"genre_scores_gemma":[0.9989631,0.0001903443,0.0001389456,0.0002548191,0.00007989723,0.00004856567,0.0002465831,0.00001289681,0.00006489843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245378,"threshold_uncertainty_score":0.4919242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007077010914583509,"score_gpt":0.246216764804435,"score_spread":0.2391397538898515,"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."}}