{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001935443,0.0001262928,0.0004674696,0.0001647218,0.00003844238,0.00001053446,0.00002857297,0.00004117909,0.0001147999],"category_scores_gemma":[0.0002034393,0.000085408,0.0001139116,0.0002255069,0.00006208818,0.00002582816,0.00001606794,0.00003204646,0.000002954522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360766,"about_ca_system_score_gemma":0.00007068679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000223587,"about_ca_topic_score_gemma":0.00001039758,"domain_scores_codex":[0.9993293,0.00002020514,0.0002067848,0.0002002075,0.00008708032,0.0001564312],"domain_scores_gemma":[0.99945,0.0001715093,0.00005665261,0.0001852437,0.00005695552,0.00007968905],"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":[0.0007534494,0.001107249,0.01607848,0.001907702,0.001728101,0.0001852491,0.0001547372,0.00000326579,0.002844221,0.009741016,0.1582106,0.8072859],"study_design_scores_gemma":[0.009570338,0.001584538,0.0704781,0.00104775,0.0006763022,0.0001053068,0.0001018373,0.0002678758,0.004993718,0.0002881574,0.9106724,0.0002136272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8040242,0.1230322,0.003322318,0.06385835,0.0001305753,0.002511232,0.0001103196,0.0001051242,0.002905611],"genre_scores_gemma":[0.9632822,0.004367205,0.01131813,0.003244511,0.0001116203,0.0004241858,0.0001251942,0.00004764085,0.01707928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070723,"threshold_uncertainty_score":0.3482837,"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."}}