{"id":"W2153022133","doi":"10.1007/s11060-009-0060-9","title":"The role of whole brain radiation therapy in the management of newly diagnosed brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Radiosurgery; Guideline; Brain metastasis; Modalities; Radiation therapy; Surgery; Metastasis; Cancer; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01057869,0.001404288,0.006025566,0.006132532,0.0007474494,0.002788888,0.004873408,0.003669919,0.009813282],"category_scores_gemma":[0.0495748,0.0009977031,0.009360328,0.005874825,0.0007140225,0.003202803,0.001670995,0.002850441,0.001844985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005545311,"about_ca_system_score_gemma":0.0202252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250647,"about_ca_topic_score_gemma":0.05585742,"domain_scores_codex":[0.9925733,0.002153239,0.002821231,0.0005182928,0.001689162,0.0002448031],"domain_scores_gemma":[0.9774618,0.01049895,0.00556575,0.0003689915,0.005630197,0.0004743492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002070369,0.00003522244,0.0006649969,0.7727748,0.005115233,0.0001273902,0.0002246002,0.0004223129,0.0002927861,0.001321985,0.06234087,0.1564729],"study_design_scores_gemma":[0.0004129188,0.0000647351,0.001451187,0.9027259,0.01302614,0.0001507548,0.00008990391,0.0002583827,0.0001095463,0.001413986,0.08025225,0.00004428545],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000644374,0.973317,0.001816619,0.0120851,0.002095351,0.003059028,0.003399528,0.00008930072,0.003493867],"genre_scores_gemma":[0.00805958,0.9662074,0.008371386,0.008212949,0.0007195944,0.00443703,0.002287102,0.0000329722,0.00167204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02250647,"threshold_uncertainty_score":0.05594611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09122251735987605,"score_gpt":0.4571220276876352,"score_spread":0.3658995103277591,"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."}}