{"id":"W4200190043","doi":"10.1200/jco.21.02314","title":"Treatment for Brain Metastases: ASCO-SNO-ASTRO Guideline","year":2021,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":798,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Erasmus Universiteit Rotterdam; American Society of Clinical Oncology","keywords":"Medicine; Radiosurgery; Asymptomatic; Systemic therapy; Guideline; Radiation therapy; Lung cancer; Brain metastasis; Cancer; Oncology; Surgery; Breast cancer; Radiology; Internal medicine; Metastasis; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007411038,0.0006647425,0.0144108,0.0002895347,0.00006367654,0.00002478807,0.0002665373,0.0009871682,0.000595673],"category_scores_gemma":[0.009707043,0.0003733514,0.009340615,0.0002477046,0.0001656167,0.00006314007,0.00008278407,0.00109222,0.00003939036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008512802,"about_ca_system_score_gemma":0.01203803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250472,"about_ca_topic_score_gemma":0.0000176543,"domain_scores_codex":[0.9874189,0.002193186,0.008839978,0.0005632961,0.0004885293,0.0004960579],"domain_scores_gemma":[0.9785884,0.01251098,0.006404955,0.0006431252,0.000955281,0.0008972354],"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":[0.0005417478,0.004152404,0.00000905673,0.001528478,0.009058266,0.0036909,0.000008133246,0.00000137718,7.451969e-8,0.0001849286,0.08286438,0.8979602],"study_design_scores_gemma":[0.01217504,0.03886381,0.000005324236,0.004330402,0.02369682,0.005024088,0.00005026486,0.000005523451,6.418692e-7,0.00004700975,0.9155882,0.0002128861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009772388,0.9852818,0.001919516,0.008176079,0.002302376,0.001506362,0.0003406549,0.00001230567,0.0004511229],"genre_scores_gemma":[0.000001991328,0.9042544,0.08654706,0.002147566,0.004637449,0.00009059012,0.0005346201,0.00008489178,0.001701369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8977473,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4161249837550635,"score_gpt":0.6143550303667267,"score_spread":0.1982300466116632,"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."}}