{"id":"W4229028961","doi":"10.1016/j.prro.2022.02.003","title":"Radiation Therapy for Brain Metastases: An ASTRO Clinical Practice Guideline","year":2022,"lang":"en","type":"review","venue":"Practical Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Agency for Healthcare Research and Quality; Patient-Centered Outcomes Research Institute; American Society for Radiation Oncology","keywords":"Medicine; Radiosurgery; Guideline; Radiation therapy; Systemic therapy; Neurosurgery; Palliative care; Radiation oncologist; Intensive care medicine; Cancer; Internal medicine; Surgery; Breast cancer; Pathology; Nursing","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":[0.001896805,0.001169017,0.002246321,0.004367752,0.0004105176,0.001348055,0.001521227,0.002673569,0.004517789],"category_scores_gemma":[0.003350968,0.0006089285,0.001685426,0.003865719,0.0005214404,0.001252684,0.001220527,0.002901338,0.002143579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479199,"about_ca_system_score_gemma":0.006757508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009181665,"about_ca_topic_score_gemma":0.02619313,"domain_scores_codex":[0.999206,0.0001667542,0.000246302,0.00007435247,0.0002471594,0.00005942646],"domain_scores_gemma":[0.9982123,0.0006337248,0.0005078717,0.00003286309,0.0004911048,0.000122066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009985017,0.0000998714,0.00035605,0.05447681,0.000295279,0.0001586804,0.00008421717,0.0007630726,0.0006559344,0.001748626,0.2568706,0.6843911],"study_design_scores_gemma":[0.0001711169,0.0001121086,0.001800156,0.07673831,0.001012707,0.0007265196,0.00005938151,0.0002287935,0.0001949161,0.001333718,0.9175797,0.00004257592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001380521,0.9912392,0.000350771,0.004039984,0.001069218,0.00008910323,0.0003272161,0.00003719721,0.002709229],"genre_scores_gemma":[0.0007107629,0.9928523,0.001208653,0.003436928,0.0003212248,0.00008602954,0.0003595472,0.000006095863,0.001018423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009181665,"threshold_uncertainty_score":0.01825649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407004903549632,"score_gpt":0.5897839865566261,"score_spread":0.3490834962016629,"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."}}