{"id":"W4200335423","doi":"10.1093/neuonc/noab262","title":"Treatment for Brain Metastases: ASCO-SNO-ASTRO Guideline","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiosurgery; Asymptomatic; Guideline; Systemic therapy; Radiation therapy; Lung cancer; Brain metastasis; Cancer; Oncology; Surgery; Radiology; Breast cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003997771,0.001397164,0.001909729,0.003005389,0.000848533,0.001987215,0.00464341,0.006317136,0.0087136],"category_scores_gemma":[0.01092992,0.0005521488,0.002969203,0.003063096,0.0006047445,0.001811337,0.001817464,0.004065984,0.006890157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004013189,"about_ca_system_score_gemma":0.0120455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001491,"about_ca_topic_score_gemma":0.03394488,"domain_scores_codex":[0.9969255,0.00106598,0.0008875547,0.0001855424,0.0007093886,0.0002260705],"domain_scores_gemma":[0.9943535,0.001083421,0.001092243,0.0001283827,0.002709577,0.0006328435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006614487,0.00006588656,0.0007892808,0.007198645,0.0001425646,0.0001895082,0.0000784029,0.0007933991,0.0002819275,0.002220886,0.892512,0.09566144],"study_design_scores_gemma":[0.0003485746,0.0001121015,0.003655653,0.05592963,0.0004671963,0.0008408759,0.0001038786,0.0008210285,0.0002150676,0.006806111,0.9306424,0.00005746368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.005150491,0.3766573,0.01899312,0.3585427,0.01759505,0.01099225,0.05076056,0.001541403,0.1597672],"genre_scores_gemma":[0.02460922,0.4102223,0.09404998,0.2905728,0.01074224,0.01773978,0.09754548,0.0006607462,0.05385746],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02001491,"threshold_uncertainty_score":0.03979683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811947589667354,"score_gpt":0.373464651633763,"score_spread":0.3253451757370894,"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."}}