{"id":"W2153127029","doi":"10.1002/cncr.26515","title":"A meta‐analysis evaluating stereotactic radiosurgery, whole‐brain radiotherapy, or both for patients presenting with a limited number of brain metastases","year":2011,"lang":"en","type":"review","venue":"Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Neurocognitive; Hazard ratio; Quality of life (healthcare); Whole brain radiotherapy; Adverse effect; Oncology; Internal medicine; Radiation therapy; Meta-analysis; Brain metastasis; Confidence interval; Cancer; Cognition; Metastasis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001237364,0.000877351,0.006757868,0.0005248079,0.0001097622,0.00004848615,0.0002171444,0.0002031733,0.002623275],"category_scores_gemma":[0.0004146507,0.0004886873,0.003736817,0.001442694,0.0001190859,0.0001300087,0.00005369045,0.0002689069,0.00000581722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720144,"about_ca_system_score_gemma":0.000914913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002307559,"about_ca_topic_score_gemma":0.00006790434,"domain_scores_codex":[0.9956994,0.0008319909,0.001303628,0.0009430422,0.0006083101,0.0006136468],"domain_scores_gemma":[0.9939286,0.00267113,0.001790171,0.0009640848,0.0003906876,0.0002553916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000749985,0.0009209678,0.001502348,0.02263687,0.7090684,0.0000501841,0.000322052,0.000009912418,4.4111e-7,0.00001927776,0.004528109,0.2601915],"study_design_scores_gemma":[0.002346826,0.0005527599,0.00004763798,0.001586733,0.5096344,0.0000356226,0.00001737109,0.00006691617,0.000002178259,0.00000286481,0.4853449,0.0003618042],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003751207,0.9918738,0.0006256204,0.0002233498,0.000121303,0.004424754,0.002257863,0.00004637586,0.00005182807],"genre_scores_gemma":[0.000145084,0.9622518,0.0207515,0.0006155859,0.0002811686,0.005566727,0.002135244,0.0003534187,0.007899421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4808168,"threshold_uncertainty_score":0.9997565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176579797539663,"score_gpt":0.438992425862494,"score_spread":0.2213344461085277,"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."}}