{"id":"W2061435513","doi":"10.1097/mao.0b013e31818f57c5","title":"Growing Vestibular Schwannomas","year":2008,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vestibular Schwannomas; Medicine; Magnetic resonance imaging; Neurofibromatosis; Vestibular system; Radiology; Schwannoma; Radiography; Neuroma; Retrospective cohort study; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326358,0.0002405525,0.0005693814,0.0003061158,0.0002381473,0.000006012297,0.0002065877,0.0002103529,0.0004083406],"category_scores_gemma":[0.0001544349,0.0002292926,0.0001040601,0.0002664151,0.0004377813,0.0001032348,0.0001043423,0.0003728406,0.0005836331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002587321,"about_ca_system_score_gemma":0.00008826477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001705662,"about_ca_topic_score_gemma":5.779493e-7,"domain_scores_codex":[0.9981242,0.0001651183,0.0003848682,0.0005663873,0.0001743495,0.0005850277],"domain_scores_gemma":[0.9989076,0.00009574373,0.00009658255,0.0006246449,0.00006601078,0.0002093975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008902966,0.0006433386,0.5381477,0.0001948226,0.0004216848,0.2534857,0.0004126834,0.00006442065,0.1366412,0.04174311,0.02562241,0.001732622],"study_design_scores_gemma":[0.005762946,0.004482369,0.5010263,0.00005637217,0.0003820155,0.2163339,0.00008786401,0.001256456,0.01421876,0.001153888,0.2544362,0.0008029368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735422,0.0002079247,0.0007383058,0.004799638,0.00045478,0.000706471,0.000001241529,0.0002533077,0.01929613],"genre_scores_gemma":[0.9931936,0.00001027274,0.002782587,0.002199382,0.0001474451,0.0001384727,0.00001727457,0.00003916892,0.00147186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2288138,"threshold_uncertainty_score":0.9350281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354652380976116,"score_gpt":0.2668003974453508,"score_spread":0.2313351593477392,"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."}}