{"id":"W2170554416","doi":"10.1093/neuonc/nor171","title":"Tumor pseudoprogression following radiosurgery for vestibular schwannoma","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Adverse effect; Surgery; Schwannoma; Radiology; Neurosurgery; Nuclear medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005615402,0.0002344492,0.0005869779,0.0002457393,0.0001673417,0.00001542474,0.0001677373,0.0001419839,0.0001631816],"category_scores_gemma":[0.0004370408,0.0002054213,0.0002363482,0.000213677,0.00007974222,0.0001117068,0.0001058581,0.0002325198,0.0000836844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157107,"about_ca_system_score_gemma":0.0002038891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008791905,"about_ca_topic_score_gemma":5.47506e-7,"domain_scores_codex":[0.9981202,0.0001176063,0.0004616667,0.0005171762,0.0002369505,0.0005463985],"domain_scores_gemma":[0.9987687,0.0002470987,0.000177433,0.0004514259,0.00007376022,0.0002815175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004613874,0.002038269,0.05465991,0.0005632499,0.0006511795,0.08558441,0.001914264,0.000005660968,0.6750034,0.00729041,0.07263479,0.0950406],"study_design_scores_gemma":[0.01196883,0.01591354,0.0272646,0.0003113103,0.001288474,0.00813802,0.0004829096,0.001924023,0.07071807,0.00224841,0.8587725,0.0009693342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803876,0.0003048396,0.001075228,0.001012796,0.001753368,0.001127264,0.000003267372,0.0002099853,0.0141256],"genre_scores_gemma":[0.9805726,0.000003485108,0.01739168,0.001119477,0.0003510525,0.0002529237,0.00002191718,0.00006037932,0.0002264411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7861377,"threshold_uncertainty_score":0.8376837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05736725304461174,"score_gpt":0.311265809697507,"score_spread":0.2538985566528952,"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."}}