{"id":"W1571934164","doi":"10.3171/2014.11.jns141160","title":"Gamma Knife radiosurgery for facial nerve schwannomas: a multicenter study","year":2015,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Facial nerve; Surgery; Radiography; Radiation therapy","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":[0.001689919,0.0005403612,0.0004951665,0.0004473698,0.0004608574,0.0004687218,0.0003617587,0.0005140118,0.001310553],"category_scores_gemma":[0.001622567,0.0002665808,0.0006281761,0.0007159393,0.0003409326,0.0004802416,0.0003477058,0.0003445772,0.0003703561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460914,"about_ca_system_score_gemma":0.0005819472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794112,"about_ca_topic_score_gemma":0.002431547,"domain_scores_codex":[0.9992293,0.0003172883,0.00008549435,0.0001355944,0.0001336038,0.00009861365],"domain_scores_gemma":[0.9988505,0.0002128961,0.000493954,0.00009103104,0.0001306192,0.0002210404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01100951,0.002604813,0.9493436,0.0001979262,0.001186347,0.001656492,0.0006565899,0.0003391971,0.005307318,0.00004993717,0.0007819101,0.02686634],"study_design_scores_gemma":[0.002704085,0.02051737,0.9668522,0.00007968672,0.0009216014,0.00457517,0.0006991057,0.0003751456,0.000814726,0.00004478212,0.002386628,0.00002945747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988775,0.0006032066,0.0000514968,0.00004253743,0.000005385073,0.00005183679,0.00009564598,0.00000349004,0.0002688366],"genre_scores_gemma":[0.9984035,0.0006799308,0.0001734279,0.00008818696,0.00005374017,0.0000762787,0.0003900978,0.000004983887,0.0001297572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001794112,"threshold_uncertainty_score":0.008937299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071606931015454,"score_gpt":0.3643878830794639,"score_spread":0.2572271899779185,"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."}}