{"id":"W2557234210","doi":"10.1097/01.cot.0000511166.11211.89","title":"Benefits of Stereotactic Brain Radiosurgery Demonstrated in Phase III Trial","year":2016,"lang":"en","type":"article","venue":"Oncology Times","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Medicine; Phase (matter); Medical physics; Internal medicine; Physics; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005017784,0.0009364866,0.001363446,0.0003488207,0.0004026182,0.00117637,0.0005071998,0.001241877,0.003587313],"category_scores_gemma":[0.00391046,0.0002573995,0.002757233,0.0006120831,0.000576866,0.0007483481,0.0003201987,0.0018481,0.0007134601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007138379,"about_ca_system_score_gemma":0.001342431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006173212,"about_ca_topic_score_gemma":0.001637052,"domain_scores_codex":[0.9980971,0.001196401,0.0001575269,0.0001948492,0.0001787796,0.0001752266],"domain_scores_gemma":[0.997509,0.000790826,0.0007689469,0.0002334011,0.0002335699,0.0004642465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8860535,0.01171341,0.005432396,0.00156059,0.005839281,0.0001063234,0.0001926334,0.001715058,0.007674851,0.0007686907,0.008065003,0.07087813],"study_design_scores_gemma":[0.7705743,0.2015007,0.01582212,0.0001881557,0.002488704,0.0001111512,0.00005616947,0.001080213,0.002399921,0.0007640845,0.004980164,0.00003432831],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733905,0.007510531,0.001758399,0.001272147,0.0006773662,0.004759432,0.003984175,0.0002155051,0.006432036],"genre_scores_gemma":[0.9818411,0.003096171,0.001705898,0.001739977,0.0003289761,0.004709934,0.003501343,0.00004652303,0.003029996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005017784,"threshold_uncertainty_score":0.02653694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542383182176124,"score_gpt":0.3364153424204726,"score_spread":0.3009915105987113,"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."}}