{"id":"W2789308048","doi":"10.1016/j.ijrobp.2018.01.053","title":"Single- and Multi-Fraction Stereotactic Radiosurgery Dose Tolerances of the Optic Pathways","year":2018,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Radiosurgery; Optic neuropathy; Optic chiasm; Optic nerve; Pituitary adenoma; Radiation therapy; Stereotactic radiation therapy; Meningioma; Craniopharyngioma; Dose fractionation; Nuclear medicine; Cavernous sinus; Visual acuity; Radiology; Surgery; Ophthalmology; Adenoma; 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":[0.0009431163,0.000591462,0.001152498,0.001631471,0.0001609991,0.0008462129,0.001203035,0.0005684398,0.001477453],"category_scores_gemma":[0.002291579,0.0002524588,0.0008910482,0.00177704,0.0005482971,0.0008144578,0.0004617209,0.0008802385,0.0003404152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081753,"about_ca_system_score_gemma":0.001433486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003512326,"about_ca_topic_score_gemma":0.003827062,"domain_scores_codex":[0.999593,0.00005528611,0.00006867415,0.0001044408,0.0001543937,0.00002430558],"domain_scores_gemma":[0.9988236,0.0007552998,0.0002142679,0.00002898224,0.0001550442,0.00002270973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001632757,0.00002931202,0.001719612,0.01538137,0.0002804495,0.0001134818,0.00007248183,0.001305948,0.001302245,0.00125167,0.005223107,0.9731572],"study_design_scores_gemma":[0.00008128204,0.0006860301,0.04027907,0.02309026,0.002881428,0.01110193,0.0004287971,0.001100382,0.008209932,0.005528902,0.9064521,0.0001598871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009384694,0.9977722,0.0002703956,0.0001100834,0.00004477633,0.000003549625,0.00004751829,0.00000714006,0.0008057504],"genre_scores_gemma":[0.01138682,0.9871897,0.0005913762,0.000156019,0.0001153512,0.000009751837,0.0001089782,0.000008982202,0.0004329569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003512326,"threshold_uncertainty_score":0.00784868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08341528653118443,"score_gpt":0.3635417753161786,"score_spread":0.2801264887849941,"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."}}