{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003404006,0.0005381238,0.0002878949,0.0009279674,0.0007572955,0.001545472,0.0005836528,0.0005533611,0.1667741],"category_scores_gemma":[0.001501387,0.00008938437,0.0003315756,0.0008568934,0.0003129456,0.0009444939,0.0011654,0.001049844,0.08229677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009834147,"about_ca_system_score_gemma":0.002283888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862241,"about_ca_topic_score_gemma":0.005504206,"domain_scores_codex":[0.9996483,0.00003996032,0.00003318285,0.00004602411,0.0001506516,0.00008196199],"domain_scores_gemma":[0.9993464,0.00005297041,0.00007123965,0.00005489634,0.0002933535,0.000181182],"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":[0.0001052738,0.00004629053,0.003822727,0.0006236802,0.00002775738,0.001175663,0.0001126722,0.0001535875,0.0006473794,0.0109531,0.5832195,0.3991123],"study_design_scores_gemma":[0.00001010952,0.00002381303,0.002016505,0.0003312574,0.00001157767,0.001841202,0.0000496549,0.00002978262,0.0001968301,0.00152403,0.993961,0.000004413853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007672964,0.0368461,0.00221082,0.01316501,0.005434656,0.0001965452,0.01466927,0.0009768085,0.9188278],"genre_scores_gemma":[0.09089839,0.05524719,0.00488324,0.01354139,0.004580243,0.0003253958,0.03180966,0.0005918794,0.7981226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1667741,"threshold_uncertainty_score":0.5579149,"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."}}