{"id":"W4252507152","doi":"10.1002/9780471420194.tnmm53","title":"Central Nervous System","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Neuropathology; Medicine; Central nervous system; Neurosurgery; Neuroradiology; Radiation oncology; Radiation therapy; Pathology; Oncology; Meningioma; Neuroimaging; Neurology; Internal medicine; Disease; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001919397,0.0002425687,0.0005174862,0.0001167417,0.00003671968,0.00001697112,0.0001107161,0.0002261665,0.003423195],"category_scores_gemma":[0.00002211538,0.0001763782,0.0001510709,0.00002739625,0.00003569228,0.000007764931,0.0000347602,0.0001270968,0.0004188392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103161,"about_ca_system_score_gemma":0.00007892013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005181235,"about_ca_topic_score_gemma":0.0003629255,"domain_scores_codex":[0.9991304,0.00001136585,0.0001248053,0.0002633753,0.0001931905,0.0002768808],"domain_scores_gemma":[0.9988844,0.00001097695,0.0001801443,0.0007197637,0.00002114311,0.0001835422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001369463,0.0004207213,0.0008574364,0.0003381354,0.0002712728,0.001483593,0.000008712335,1.309616e-7,0.000009628231,0.00008241488,0.9810214,0.01549286],"study_design_scores_gemma":[0.001212034,0.0001008155,0.006903107,0.002423218,0.0003792064,0.000150723,0.00001200499,0.00002813409,0.00002433423,9.222233e-7,0.9886218,0.000143749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008950051,0.004705934,0.000005980568,0.0007264864,0.00105708,0.0007705637,0.004291947,0.000540142,0.9870068],"genre_scores_gemma":[0.013383,0.0003764904,0.000980689,0.0001402018,0.002779982,0.00004126725,0.003895117,0.0004516599,0.9779516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01534911,"threshold_uncertainty_score":0.9974878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989486176146127,"score_gpt":0.2927019775173603,"score_spread":0.2728071157558991,"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."}}