{"id":"W2191768182","doi":"10.1016/j.ijrobp.2015.10.017","title":"Volumetric Radiosurgery for 1 to 10 Brain Metastases: A Multicenter, Single-Arm, Phase 2 Study","year":2015,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Radiosurgery; Common Terminology Criteria for Adverse Events; Tolerability; Clinical endpoint; Nuclear medicine; Brain metastasis; Response Evaluation Criteria in Solid Tumors; Radiology; Magnetic resonance imaging; Radiation therapy; Adverse effect; Surgery; Phases of clinical research; Metastasis; Cancer; Internal medicine; Randomized controlled trial; Chemotherapy","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":[0.002399581,0.002065885,0.001702168,0.0005221405,0.0004528815,0.0008672321,0.001032817,0.0009861956,0.002863757],"category_scores_gemma":[0.000811025,0.0006852272,0.001284755,0.0003711725,0.00077053,0.0006890942,0.000371401,0.001706618,0.0007132929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007162822,"about_ca_system_score_gemma":0.001656032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017611,"about_ca_topic_score_gemma":0.002738067,"domain_scores_codex":[0.999424,0.0002344185,0.00002330258,0.0001082783,0.00009155638,0.0001185207],"domain_scores_gemma":[0.9994833,0.00007215214,0.0001450086,0.00005025171,0.00003498472,0.0002142312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4509264,0.2371077,0.01383648,0.001870694,0.002900414,0.0006653336,0.0005031428,0.004943255,0.099613,0.0003510494,0.007703357,0.1795792],"study_design_scores_gemma":[0.3444324,0.6279473,0.01721511,0.00005030894,0.0004968924,0.0004526587,0.00006460294,0.001679607,0.004626057,0.0002243944,0.002762835,0.00004763522],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909424,0.002425776,0.001089884,0.0002579529,0.0001287597,0.003270708,0.0007323762,0.0001421103,0.001010041],"genre_scores_gemma":[0.9822374,0.003795123,0.002895185,0.001111224,0.0003656223,0.004155531,0.002284805,0.000072532,0.003082466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863757,"threshold_uncertainty_score":0.01269037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07123111982823618,"score_gpt":0.4002238996607735,"score_spread":0.3289927798325373,"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."}}