{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408765,0.0003309835,0.0004207583,0.000801925,0.0004018124,0.0005496819,0.0003408011,0.000376401,0.001461204],"category_scores_gemma":[0.002102504,0.0003327273,0.0002844594,0.001122681,0.0003700296,0.0006170157,0.0005168427,0.0003139844,0.0002859017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482074,"about_ca_system_score_gemma":0.0003468108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719208,"about_ca_topic_score_gemma":0.002249294,"domain_scores_codex":[0.9995105,0.0001447477,0.00006196142,0.0001385431,0.00007108411,0.00007305966],"domain_scores_gemma":[0.9982399,0.0003940309,0.0007872239,0.0001768669,0.0001486386,0.00025338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001652849,0.00002991389,0.9983355,0.000008733087,0.00003185225,0.0003831848,0.00007592241,0.00001847821,0.0001561924,0.000009224533,0.00004203952,0.0007436457],"study_design_scores_gemma":[0.00003282225,0.0003495464,0.994814,0.000008060547,0.00005584371,0.003743313,0.0003591954,0.0001513139,0.0001107442,0.00001763822,0.0003511071,0.000006426894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999377,0.0001952148,0.00005974208,0.00000920601,0.000001967275,0.00001021107,0.0001407797,0.000002116405,0.0002037834],"genre_scores_gemma":[0.9995567,0.00007752068,0.00006395594,0.0000142503,0.000007646137,0.0000099135,0.0002252832,0.000001386957,0.00004341621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002719208,"threshold_uncertainty_score":0.005406797,"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."}}