{"id":"W2605938189","doi":"10.1097/iop.0000000000000914","title":"Visual Outcomes and Local Control After Fractionated Stereotactic Radiotherapy for Optic Nerve Sheath Meningioma","year":2017,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Visual acuity; Radiation therapy; Nausea; Stereotactic radiotherapy; Optic neuropathy; Optic nerve; Cataracts; Visual impairment; Surgery; Ophthalmology; Radiosurgery","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":[0.0004555675,0.000141866,0.0003183032,0.0006093439,0.0001469613,0.0003001899,0.0002524494,0.0001242211,0.0003954449],"category_scores_gemma":[0.002321882,0.00005002933,0.0004555456,0.0005542086,0.0001963754,0.0002016397,0.0001552652,0.0001498723,0.00009033473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007320522,"about_ca_system_score_gemma":0.0003824155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975927,"about_ca_topic_score_gemma":0.004875355,"domain_scores_codex":[0.999707,0.00006175271,0.00005451659,0.00003380228,0.0001128718,0.00003007794],"domain_scores_gemma":[0.998865,0.0001977641,0.0007008709,0.0000237962,0.0001382342,0.00007438225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001908012,0.0001068848,0.8024025,0.002557857,0.001587908,0.00137648,0.0003214814,0.001402424,0.002669962,0.00008975037,0.002119102,0.1834576],"study_design_scores_gemma":[0.0000738727,0.001143266,0.9879258,0.0002879114,0.0008329008,0.005956389,0.0001877552,0.0002805556,0.0005690367,0.00006043136,0.002668491,0.00001360504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088996,0.08747414,0.0002754805,0.0002858481,0.00003710796,0.00002139182,0.0006155434,0.00002517101,0.002365669],"genre_scores_gemma":[0.9914103,0.007926468,0.00007178016,0.00006045002,0.00003307296,0.00000645029,0.0003613388,0.00000488759,0.0001251731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002975927,"threshold_uncertainty_score":0.005917251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184163052347956,"score_gpt":0.2852845003549575,"score_spread":0.2668681951201619,"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."}}