{"id":"W4375864393","doi":"10.1017/cjn.2023.52","title":"Repeat CyberKnife Radiosurgery for Trigeminal Neuralgia: Outcomes and Complications","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cyberknife; Medicine; Refractory (planetary science); Trigeminal neuralgia; Radiosurgery; Hypesthesia; Surgery; Pain relief; Anesthesia; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002366037,0.0003181857,0.0006676313,0.00127881,0.002600831,0.000395017,0.0007209333,0.0001553874,0.00004070406],"category_scores_gemma":[0.002770407,0.0002009821,0.0003442036,0.00142453,0.004109313,0.0005502214,0.0000472016,0.0006730915,0.000005501227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324474,"about_ca_system_score_gemma":0.001798466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213719,"about_ca_topic_score_gemma":0.003403959,"domain_scores_codex":[0.996542,0.0003027915,0.0008423734,0.0005380214,0.0005734465,0.001201411],"domain_scores_gemma":[0.9954026,0.001462712,0.0005454528,0.0001611739,0.0004006296,0.002027407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156062,0.00003168952,0.9865822,0.00001494573,0.00003156283,0.005037869,0.0001219706,0.0001130754,0.00005082663,0.0007666356,0.00272651,0.004407072],"study_design_scores_gemma":[0.0007513564,0.03229658,0.9105229,0.00004520866,0.0001262492,0.04282732,0.0001368808,0.0006449177,0.00005522343,0.00883813,0.003536019,0.0002192611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800203,0.0006554108,0.0000159398,0.01744261,0.0006914577,0.0003207157,0.00002821247,0.00004055688,0.0007847495],"genre_scores_gemma":[0.9948147,0.0004438062,0.001491228,0.002901404,0.0001579393,0.00001036827,0.0000017361,0.00001477029,0.0001640571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07605939,"threshold_uncertainty_score":0.9986976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06581387845092122,"score_gpt":0.3223785691568198,"score_spread":0.2565646907058985,"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."}}