{"id":"W2053393575","doi":"10.1007/s00381-008-0777-3","title":"Brainstem compression: a predictor of postoperative cerebellar mutism","year":2008,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Brainstem; Pons; White matter; Neurosurgery; Surgery; Magnetic resonance imaging; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324481,0.0004761327,0.0004069424,0.001353542,0.0005926597,0.0006999089,0.0005472781,0.001026597,0.003692409],"category_scores_gemma":[0.006361433,0.0002620963,0.0003372876,0.001063445,0.0007289939,0.0009041465,0.0003810757,0.001132889,0.0003732366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878057,"about_ca_system_score_gemma":0.001117485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762255,"about_ca_topic_score_gemma":0.002979922,"domain_scores_codex":[0.9996475,0.00005603669,0.00005842625,0.00004004074,0.00009130242,0.0001067001],"domain_scores_gemma":[0.995732,0.001649494,0.001287348,0.0001499699,0.0003329482,0.0008482807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001292392,0.00003448076,0.989912,0.000007162443,0.00001247673,0.008051008,0.00001862797,0.00008048877,0.0003243556,0.00003170333,0.0001085502,0.001289878],"study_design_scores_gemma":[0.00001353923,0.0002979067,0.9455796,0.00002104844,0.0001019343,0.05097047,0.0004286602,0.001476421,0.0006594819,0.0001574966,0.0002769632,0.00001649212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997407,0.0003902511,0.0001446376,0.0002374621,0.00003103188,0.000005032066,0.00008249015,0.00001094649,0.001691121],"genre_scores_gemma":[0.9995551,0.0001239484,0.0000723377,0.00002019679,0.00005069731,0.000002657172,0.00005480819,0.000002427382,0.0001179534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003692409,"threshold_uncertainty_score":0.01235235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775711904420519,"score_gpt":0.2238744857394033,"score_spread":0.2061173666951981,"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."}}