{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930006,0.0002918264,0.000748308,0.0002271129,0.0003924677,0.0001435977,0.00005523128,0.0001300499,0.0001184558],"category_scores_gemma":[0.0003663727,0.0002293265,0.0001688004,0.00003967826,0.0004765796,0.0002903317,0.00003725287,0.0001525007,0.000003665718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006838677,"about_ca_system_score_gemma":0.00008283483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002698185,"about_ca_topic_score_gemma":6.101394e-7,"domain_scores_codex":[0.9985676,0.00005152322,0.0003756542,0.0004728453,0.0001768413,0.0003555522],"domain_scores_gemma":[0.9975047,0.001676708,0.0002533832,0.0002416765,0.00009353163,0.0002300068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003947151,0.0001270791,0.9720744,0.0002616927,0.001677386,0.003168291,0.000118682,0.000003686612,0.0006638301,0.0002419036,0.0001217307,0.01759412],"study_design_scores_gemma":[0.004039186,0.0003626164,0.9748105,0.0002259822,0.0004191559,0.01152122,0.0002617573,0.007601116,0.0001041729,0.0002040305,0.0001042527,0.0003460112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921413,0.0004709726,0.005068536,0.0002434248,0.001022608,0.0005733747,0.00003686583,0.00003199979,0.0004109346],"genre_scores_gemma":[0.9980441,0.00001362696,0.00121686,0.00003132313,0.0001311709,0.0001233832,0.00001213332,0.00002946957,0.0003979667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724811,"threshold_uncertainty_score":0.9351664,"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."}}