{"id":"W4400542629","doi":"10.1227/neu.0000000000003110","title":"Gamma Knife Radiosurgery for Hypothalamic Hamartoma: A Multi-Institutional Retrospective Study on Safety, Efficacy, and Complication Profile","year":2024,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Gelastic seizure; Hypothalamic hamartoma; Radiosurgery; Retrospective cohort study; Complication; Cohort; Population; Radiological weapon; Epilepsy; Surgery; Pediatrics; Precocious puberty; Radiation therapy; 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":[0.0007050309,0.0002505761,0.0003740656,0.0009492732,0.000486592,0.0005339913,0.0002483207,0.0002625408,0.000901396],"category_scores_gemma":[0.001444327,0.0002423079,0.0005382238,0.001108924,0.0004336106,0.0004232629,0.000459565,0.0002543447,0.000206415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408004,"about_ca_system_score_gemma":0.00036926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009405939,"about_ca_topic_score_gemma":0.0008875073,"domain_scores_codex":[0.9994214,0.0001269024,0.0001195218,0.000135348,0.0001196557,0.00007725514],"domain_scores_gemma":[0.9983046,0.0003296094,0.0009051314,0.0001570784,0.0001581414,0.000145327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001999889,0.00005632871,0.9947765,0.00002522051,0.00008194864,0.001389238,0.0001414264,0.00005904831,0.0005013727,0.00001935877,0.00005133216,0.002698235],"study_design_scores_gemma":[0.00003261644,0.001061717,0.9818115,0.00002289911,0.000177753,0.01473231,0.0008291617,0.0002271416,0.0004552069,0.00004298101,0.0005883658,0.00001840204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992729,0.0003841068,0.00008575531,0.000009842829,0.000001844059,0.00001264364,0.00006490402,0.000001777437,0.0001663103],"genre_scores_gemma":[0.9994953,0.0002430016,0.0000641148,0.00001698298,0.000008882909,0.000009935547,0.0001203361,0.000002503203,0.00003899905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009492732,"threshold_uncertainty_score":0.003728628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508376943230168,"score_gpt":0.3320905406818933,"score_spread":0.2812528463588764,"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."}}