{"id":"W570726557","doi":"10.1017/cjn.2015.55","title":"Stereotactic Radiosurgery for Metastases in Eloquent Central Brain Locations","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency; Varian Medical Systems","keywords":"Medicine; Radiosurgery; Asymptomatic; Brain metastasis; Cyberknife; Radiation therapy; Thalamus; Retrospective cohort study; Surgery; Radiology; Nuclear medicine; Metastasis; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003474531,0.0002353309,0.000303615,0.001053573,0.0002288599,0.0002296361,0.0003118686,0.000223196,0.001610586],"category_scores_gemma":[0.001134595,0.0001188978,0.0002509532,0.0007147868,0.0003658726,0.0002150093,0.0001808632,0.0001945267,0.0003935371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135776,"about_ca_system_score_gemma":0.0006675097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902375,"about_ca_topic_score_gemma":0.004985204,"domain_scores_codex":[0.9998141,0.0000357135,0.00002141432,0.00003350516,0.00005854822,0.00003674562],"domain_scores_gemma":[0.9990187,0.0002169404,0.0005522724,0.00002962497,0.00009034612,0.00009207744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000684705,0.00009760493,0.9048565,0.000621695,0.0002159922,0.02560255,0.000306059,0.0006680221,0.02256,0.0001090027,0.0007232388,0.04355463],"study_design_scores_gemma":[0.00008758182,0.001609486,0.8617945,0.0001215823,0.0001611752,0.1272683,0.0002666329,0.0003630564,0.005904291,0.0001188892,0.002290064,0.00001444715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946697,0.003653332,0.0005553353,0.00005083076,0.000006951316,0.00003683139,0.0001331427,0.00001719936,0.0008765899],"genre_scores_gemma":[0.9976883,0.001652708,0.0002480541,0.00005301992,0.0000291481,0.00001193251,0.0001445403,0.000004764826,0.000167525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902375,"threshold_uncertainty_score":0.005387902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975012434101585,"score_gpt":0.3150199470557538,"score_spread":0.235269822714738,"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."}}