{"id":"W2504674444","doi":"10.1093/nop/npw006","title":"Optic neuropathy in the context of leukemia or lymphoma: diagnostic approach to a neuro-oncologic emergency","year":2016,"lang":"en","type":"review","venue":"Neuro-Oncology Practice","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Lymphoma; Etiology; Context (archaeology); Pathology; Leukemia; Optic neuropathy; Biopsy; Optic nerve; Radiology; Dermatology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00146953,0.001092798,0.003936291,0.0006420051,0.0001556365,0.00003634261,0.001036381,0.0007704335,0.0001390661],"category_scores_gemma":[0.04180491,0.0005798652,0.0008606035,0.001608087,0.0002482941,0.0002409003,0.0004472123,0.0008649097,0.0006433427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672753,"about_ca_system_score_gemma":0.003666437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139643,"about_ca_topic_score_gemma":0.00003063959,"domain_scores_codex":[0.9907226,0.004023002,0.001986335,0.001560487,0.0007586632,0.0009489265],"domain_scores_gemma":[0.951283,0.04461483,0.001718558,0.00170927,0.000301137,0.0003731715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008373093,0.006348193,0.0001242955,0.00352542,0.0003417637,0.01161626,0.0005454774,0.000001870554,0.00001770943,0.0006005285,0.01711072,0.9589304],"study_design_scores_gemma":[0.003665555,0.0056345,0.0008494759,0.001851326,0.005026767,0.01593417,0.0004428563,0.000006307478,0.000003694674,0.0000065821,0.9661214,0.0004573542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001649346,0.9652843,0.0000217792,0.005579801,0.002018594,0.0091424,0.0001130974,0.0001087844,0.01608188],"genre_scores_gemma":[0.003048288,0.9848295,0.000505466,0.006973641,0.0005013227,0.003762419,0.00005580316,0.0001748354,0.0001486871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584731,"threshold_uncertainty_score":0.9996653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013969475121222,"score_gpt":0.3752866851881539,"score_spread":0.3051469904369417,"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."}}