{"id":"W4411453420","doi":"10.1227/neu.0000000000003579","title":"Outcomes After Stereotactic Radiosurgery for Intracranial Hemangioblastoma in Von Hippel-Lindau Disease and Sporadic Cases: An International Multicenter Study","year":2025,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Von Hippel–Lindau disease; Hemangioblastoma; Tumor progression; Retrospective cohort study; Internal medicine; Oncology; Disease; Surgery; Radiation therapy; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002425683,0.0002294655,0.0002991863,0.0002258603,0.00005106241,0.00007178728,0.0001312134,0.00007954074,0.00001409505],"category_scores_gemma":[0.0003369309,0.0002244754,0.0001528395,0.00009411449,0.00005956615,0.00003018301,0.00009316286,0.0001015171,0.000001186372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014026,"about_ca_system_score_gemma":0.0001031493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003192812,"about_ca_topic_score_gemma":0.000167228,"domain_scores_codex":[0.9985245,0.00009780468,0.0003753686,0.0005724273,0.000140709,0.0002891633],"domain_scores_gemma":[0.9992369,0.0001116404,0.00008573677,0.0003585035,0.00005878133,0.0001483709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003205018,0.0007700789,0.9867904,0.00004901245,0.00009050924,0.0001572916,0.00009429977,0.000009926538,0.002668914,0.000007808024,0.0004862254,0.005670581],"study_design_scores_gemma":[0.002344664,0.0001162751,0.9819098,0.00002896658,0.000089753,0.00001561105,0.0000885329,0.0002830339,0.0003012188,0.00001735327,0.01456596,0.0002388056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994135,0.000569571,0.00007306987,0.0002054895,0.004258983,0.0006225721,0.000105641,0.00001693399,0.00001278503],"genre_scores_gemma":[0.9972367,0.000188892,0.00003934584,0.001163407,0.0007106451,0.0002200182,0.00005973185,0.00003081847,0.0003504888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407974,"threshold_uncertainty_score":0.9153839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094538438091206,"score_gpt":0.2819093850474347,"score_spread":0.2709640006665226,"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."}}