{"id":"W2005205748","doi":"10.1016/s1470-2045(14)71106-4","title":"Stereotactic radiosurgery alone for brain metastases","year":2015,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Elekta; Medtronic","keywords":"Radiosurgery; Medicine; Radiation therapy; Adjuvant radiotherapy; Stereotactic radiation therapy; Melanoma; Whole brain radiotherapy; Adjuvant; Radiology; Brain metastasis; Medical physics; Oncology; Internal medicine; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001916048,0.0003488818,0.0007162539,0.0007598096,0.0002783877,0.0003593904,0.0005065174,0.0005241667,0.006496832],"category_scores_gemma":[0.0004488473,0.0001669768,0.0009224337,0.0006644343,0.0003194456,0.00051444,0.0003563963,0.000631464,0.002205991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386201,"about_ca_system_score_gemma":0.0008620142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518416,"about_ca_topic_score_gemma":0.01144833,"domain_scores_codex":[0.9998903,0.00001021004,0.000007520001,0.00002066801,0.00003640966,0.00003493214],"domain_scores_gemma":[0.9999045,0.00002168154,0.00001739813,0.00002170598,0.000009389035,0.00002530197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005730901,0.000590684,0.006983861,0.001897142,0.00129692,0.003510777,0.0001333796,0.002762547,0.04998858,0.00357411,0.05687796,0.8666531],"study_design_scores_gemma":[0.007780888,0.02518982,0.4384174,0.001125648,0.004630861,0.07464921,0.000505548,0.005376706,0.05691755,0.03856041,0.3465592,0.0002867206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6195618,0.1022183,0.01507725,0.01436021,0.006581173,0.0006540591,0.00525543,0.001985567,0.2343062],"genre_scores_gemma":[0.9414532,0.03095613,0.004868634,0.00277128,0.002542577,0.0001355535,0.002133449,0.0002453194,0.01489396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006496832,"threshold_uncertainty_score":0.021734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652645879779496,"score_gpt":0.3962672388235836,"score_spread":0.231002650845634,"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."}}