{"id":"W4289345609","doi":"10.21203/rs.3.rs-1897426/v1","title":"Stereotactic radiosurgery for Koos grade IV vestibular schwannoma in young patients: a multi-institutional study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Schwannoma; Adverse effect; Surgery; Retrospective cohort study; Vertigo; Radiological weapon; Progression-free survival; Radiation therapy; Overall survival; 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":[0.000409188,0.0003042012,0.0004050462,0.0007444452,0.0005153241,0.0004721889,0.0001777292,0.0002796964,0.001444505],"category_scores_gemma":[0.0009600231,0.000241529,0.0004994803,0.0009451034,0.0003122417,0.0003599179,0.0004286798,0.0002059391,0.0003097582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614457,"about_ca_system_score_gemma":0.0006155077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882433,"about_ca_topic_score_gemma":0.003006933,"domain_scores_codex":[0.9996837,0.00007534314,0.00004815426,0.0000791835,0.0000536311,0.00005993055],"domain_scores_gemma":[0.9993031,0.0001076291,0.0003324615,0.00004495534,0.00006352591,0.0001483415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874786,0.0002349698,0.994062,0.00004865571,0.0001108255,0.001045258,0.0003554016,0.00006600833,0.0007530987,0.00002143978,0.0001096029,0.00280526],"study_design_scores_gemma":[0.00009552298,0.002054078,0.9921082,0.00002596766,0.000176834,0.003228339,0.001164569,0.000170818,0.0002369892,0.00003868395,0.0006832243,0.00001666948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996262,0.0001250251,0.00004521814,0.000005605032,0.000002009272,0.00002069335,0.00007676073,9.463212e-7,0.00009749445],"genre_scores_gemma":[0.9995613,0.0001416501,0.00005301515,0.00001875433,0.000009701535,0.00002293515,0.0001308204,0.00000120247,0.00006066762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001882433,"threshold_uncertainty_score":0.004832387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240096794318695,"score_gpt":0.4131274211734594,"score_spread":0.2891177417415898,"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."}}