{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279359,0.0001541939,0.0003274925,0.0004530587,0.0001330459,0.0005256595,0.0003214816,0.000163697,0.003079454],"category_scores_gemma":[0.002706179,0.00009553026,0.0007129241,0.0005951554,0.0001848487,0.0002357037,0.0002021414,0.0002114666,0.0004505464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009763309,"about_ca_system_score_gemma":0.0005185708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004486493,"about_ca_topic_score_gemma":0.006548289,"domain_scores_codex":[0.9991222,0.0002482541,0.000113091,0.0001531891,0.0002488422,0.0001144584],"domain_scores_gemma":[0.9974101,0.0005829092,0.001463887,0.0001103725,0.0001429871,0.0002896659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003065477,0.000060073,0.9779412,0.00007354067,0.0003384379,0.0001914087,0.00004404526,0.0004019978,0.001106015,0.00004130726,0.0003439092,0.01639272],"study_design_scores_gemma":[0.00004630044,0.001537378,0.9957377,0.00001040669,0.0001426921,0.0004152461,0.00002805415,0.0003187369,0.0007424104,0.00002176811,0.0009945408,0.00000469393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966029,0.001134048,0.0002461737,0.00005031878,0.00001086806,0.0000189636,0.000927087,0.00001425102,0.0009953561],"genre_scores_gemma":[0.9984348,0.0001117767,0.00010973,0.00001894372,0.00001497495,0.00001763266,0.0005926967,0.00001273072,0.0006866059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004486493,"threshold_uncertainty_score":0.01030177,"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."}}