{"id":"W2808794853","doi":"10.1093/neuonc/noy059.672","title":"RONC-10. OUTCOMES OF STEREOTACTIC RADIOSURGERY FOR PILOCYTIC ASTROCYTOMA: AN INTERNATIONAL MULTICENTER STUDY","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pilocytic astrocytoma; Radiosurgery; Radiation therapy; Progression-free survival; Multivariate analysis; Astrocytoma; Chemotherapy; Internal medicine; Surgery; Radiology; Oncology; Glioma","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":[0.00446078,0.0007620738,0.0007693039,0.0004516706,0.0002648179,0.0007557069,0.0005204466,0.0007270004,0.001431018],"category_scores_gemma":[0.00222472,0.0002209585,0.001164936,0.0007247563,0.0005936643,0.000521146,0.0004133122,0.0008043373,0.0004745022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006109518,"about_ca_system_score_gemma":0.0008200216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109559,"about_ca_topic_score_gemma":0.001635129,"domain_scores_codex":[0.9980203,0.0012473,0.00011354,0.0002134523,0.0002211946,0.0001843049],"domain_scores_gemma":[0.9977415,0.0003470087,0.00101074,0.0002241119,0.000182235,0.0004944506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3698359,0.01365259,0.5446942,0.0006287782,0.005158602,0.0003039092,0.0003346298,0.00168341,0.006223442,0.0003010892,0.002900294,0.0542832],"study_design_scores_gemma":[0.06059299,0.1194938,0.8064341,0.0001377978,0.003218845,0.0006051001,0.0002640931,0.001336123,0.001936368,0.0001931297,0.005718563,0.00006911676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965848,0.00136621,0.0001059452,0.000162777,0.00002506414,0.0001940351,0.0005664062,0.000008958917,0.0009858645],"genre_scores_gemma":[0.9963902,0.0005272984,0.0002040239,0.0002411332,0.0001164549,0.0003306468,0.001750252,0.00001196161,0.00042813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00446078,"threshold_uncertainty_score":0.02359116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505295938036096,"score_gpt":0.3632696258776428,"score_spread":0.3182166664972818,"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."}}