{"id":"W4366463228","doi":"10.1007/s00701-023-05586-7","title":"Subcortical language localization using sign language and awake craniotomy for dominant posterior temporal glioma resection in a hearing-impaired patient","year":2023,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Awake craniotomy; Medicine; Sign language; Neuroradiology; Neurosurgery; Sign (mathematics); Audiology; Resection; American Sign Language; Neurology; Linguistics; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009428946,0.0009090581,0.0005687954,0.0008943246,0.001311587,0.0005525334,0.0004545733,0.001121109,0.0006868875],"category_scores_gemma":[0.0005806233,0.0002943327,0.0005085994,0.0005089331,0.0008565945,0.0005614713,0.0005710726,0.001189127,0.0002622578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157547,"about_ca_system_score_gemma":0.001622262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005355074,"about_ca_topic_score_gemma":0.0123927,"domain_scores_codex":[0.9998811,0.000006395195,0.00001254169,0.00001944549,0.00002405357,0.00005639374],"domain_scores_gemma":[0.9997692,0.00003193242,0.00002598589,0.00001119807,0.00001423388,0.0001475248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008422403,0.00005578827,0.008338435,0.00001841376,0.000009586602,0.9837928,0.0001448665,0.0001543671,0.00473391,0.0001038754,0.0001040191,0.002459735],"study_design_scores_gemma":[0.00002348001,0.0002160912,0.01394468,0.00000841318,0.0000203084,0.9823149,0.0001891209,0.0007325664,0.002049276,0.0002004813,0.0002831357,0.00001756945],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948435,0.0005455876,0.0008923992,0.0008192756,0.00004468106,0.00003710781,0.00006033051,0.00004526327,0.00271175],"genre_scores_gemma":[0.9985768,0.0002975282,0.0004834491,0.0001836429,0.00004627217,0.000008861231,0.00004016539,0.000005895989,0.0003573512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005355074,"threshold_uncertainty_score":0.01064777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933079945706257,"score_gpt":0.2992607402108069,"score_spread":0.2699299407537443,"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."}}