{"id":"W3111879451","doi":"10.1093/neuonc/noaa215.772","title":"RADT-19. EFFECTS OF RADIATION DOSE-RATE AND TUMOR CHARACTERISTICS ON LOCAL CONTROL AND TOXICITY AFTER RADIOSURGERY FOR ACOUSTIC NEUROMAS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Toronto Western Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Acoustic neuroma; Nuclear medicine; Hazard ratio; Schwannoma; Cumulative incidence; Lesion; Radiation therapy; Radiology; Surgery; Confidence interval; Internal medicine; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086961,0.0001755876,0.000601165,0.00009263674,0.00004545343,0.00001274737,0.00004128766,0.0000871064,0.000009417839],"category_scores_gemma":[0.001087283,0.0001577683,0.00006394328,0.00008563702,0.0001204218,0.00004220653,0.00003585307,0.0001619892,0.000003220283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004608776,"about_ca_system_score_gemma":0.00007123512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001896675,"about_ca_topic_score_gemma":2.778653e-7,"domain_scores_codex":[0.9987467,0.000206597,0.0003386113,0.0003581067,0.0001175049,0.0002325122],"domain_scores_gemma":[0.9977751,0.001607194,0.0001786601,0.0001366755,0.00003788288,0.0002644807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01049135,0.0003022349,0.01016956,0.001917215,0.0001240555,0.00565971,0.000482486,0.00002820413,0.9334503,0.0001648635,0.002840986,0.03436909],"study_design_scores_gemma":[0.03594334,0.038927,0.7406673,0.0001859122,0.002041565,0.0009671106,0.00008950722,0.08372371,0.06115514,0.000126202,0.03546299,0.0007102027],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889745,0.0001341687,0.005091634,0.004059516,0.0004041661,0.001205543,0.00002213056,0.00003787723,0.00007049774],"genre_scores_gemma":[0.9900619,0.00003119,0.0000918998,0.009412543,0.0002469708,0.0001103337,0.00001106917,0.00002560157,0.000008471536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8722951,"threshold_uncertainty_score":0.6433603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328803839082017,"score_gpt":0.2524608727621117,"score_spread":0.2391728343712916,"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."}}