{"id":"W4414878839","doi":"10.1016/j.bas.2025.105507","title":"Gamma Knife Radiosurgery for brain metastasis with a volume of 5-10 ml.","year":2025,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Brain metastasis; Radiosurgery; Volume (thermodynamics); Metastasis; Gamma knife","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":[0.0001215949,0.0004242399,0.0003212981,0.0004869881,0.0003781871,0.0002309952,0.0003743393,0.0004515598,0.004649987],"category_scores_gemma":[0.0003204272,0.0001295511,0.000514141,0.0004114039,0.0003347496,0.0003001727,0.0002775982,0.0004566018,0.00142128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744009,"about_ca_system_score_gemma":0.0007202822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451296,"about_ca_topic_score_gemma":0.008408273,"domain_scores_codex":[0.9999312,0.00000728343,0.000003934245,0.00001132612,0.00001842934,0.00002771327],"domain_scores_gemma":[0.9999635,0.000009722132,0.000008023487,0.000004319283,0.000004062493,0.00001035174],"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":[0.004812088,0.0005103429,0.03349051,0.001698432,0.0008602297,0.1811425,0.0004407123,0.006981543,0.1660908,0.005347503,0.05607666,0.5425487],"study_design_scores_gemma":[0.0007737832,0.007456024,0.1812556,0.0005657029,0.0008553013,0.4853237,0.000513287,0.005568647,0.1211559,0.008029902,0.1883009,0.0002013708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6553588,0.09328388,0.06630352,0.009812378,0.003315079,0.001109868,0.004278734,0.002668028,0.1638697],"genre_scores_gemma":[0.9471453,0.01718299,0.007482991,0.001153452,0.0003951788,0.0001214926,0.0008305123,0.0001678252,0.02552042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004649987,"threshold_uncertainty_score":0.0155558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132331622077825,"score_gpt":0.273445626479143,"score_spread":0.2621223102583647,"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."}}