{"id":"W4308977416","doi":"10.1093/neuonc/noac209.952","title":"QOL-25. IMPACTS OF IMPLEMENTING A PROSPECTIVE TREATMENT AND SURVEILLANCE PROTOCOL FOR THE MANAGEMENT OF NF2-ASSOCIATED VESTIBULAR SCHWANNOMAS ON TUMOR GROWTH, HEARING OUTCOMES, AND QUALITY OF LIFE","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Bevacizumab; Neurofibromatosis type 2; Quality of life (healthcare); Prospective cohort study; Hearing loss; Cohort; Pediatrics; Surgery; Internal medicine; Audiology; Schwannoma; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01295965,0.0005061723,0.0005714725,0.0004749573,0.001100372,0.0008680575,0.0007608699,0.0005325525,0.002985233],"category_scores_gemma":[0.01536569,0.0002853315,0.001939756,0.0006441474,0.0005147063,0.0004753033,0.0008948867,0.0008949498,0.0005127501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004267312,"about_ca_system_score_gemma":0.01041237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571795,"about_ca_topic_score_gemma":0.02604381,"domain_scores_codex":[0.9931993,0.004135739,0.0007522582,0.000435547,0.0008840055,0.0005931005],"domain_scores_gemma":[0.9878281,0.002177973,0.004064103,0.001316387,0.001991229,0.002622296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1067857,0.05408234,0.482709,0.001178897,0.00212656,0.0002064853,0.001147056,0.006930535,0.003234778,0.0009491387,0.01763988,0.3230097],"study_design_scores_gemma":[0.02460638,0.1046507,0.8503378,0.0003549865,0.0008003881,0.00008902925,0.0005335658,0.003222328,0.002360807,0.0002657091,0.01264967,0.0001286098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523128,0.0004215308,0.002157295,0.0007933559,0.0001775842,0.02980016,0.008268874,0.0001664145,0.005902044],"genre_scores_gemma":[0.9458297,0.0002015831,0.008427534,0.0003650445,0.00004668845,0.03855924,0.005389442,0.0000150724,0.001165744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571795,"threshold_uncertainty_score":0.06853807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412302229070513,"score_gpt":0.3670834514717785,"score_spread":0.3029604291810734,"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."}}