{"id":"W2980329724","doi":"10.1093/neuros/nyz162","title":"Image-Guided, Linac-Based, Surgical Cavity-Hypofractionated Stereotactic Radiotherapy in 5 Daily Fractions for Brain Metastases","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Hazard ratio; Radiation therapy; Breast cancer; Stereotactic biopsy; Lung cancer; Dose fractionation; Nuclear medicine; Cancer; Radiology; Magnetic resonance imaging; Internal medicine; Confidence interval","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":[0.000144395,0.0001394009,0.0001704224,0.0001803735,0.00009311032,0.0001236654,0.0002262518,0.00009370533,0.000667733],"category_scores_gemma":[0.0004535159,0.00005729639,0.0001762105,0.0001840645,0.00009999303,0.00007071975,0.0001096172,0.00009955292,0.0001305843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337878,"about_ca_system_score_gemma":0.0003090249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265881,"about_ca_topic_score_gemma":0.003875179,"domain_scores_codex":[0.9999278,0.00001417849,0.000005347846,0.00001732385,0.00002500932,0.00001037226],"domain_scores_gemma":[0.9998858,0.00002045383,0.00006273436,0.000007559356,0.000007673458,0.00001580022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002288573,0.0005122464,0.8183011,0.0003551064,0.0002562978,0.00061231,0.0001418622,0.00624191,0.02521795,0.00009758165,0.001555757,0.1444194],"study_design_scores_gemma":[0.0002901427,0.003992385,0.985261,0.00003368712,0.0001330181,0.002543943,0.00005613815,0.003916722,0.002524568,0.000116924,0.001124414,0.000007141576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976025,0.0009119945,0.0009168038,0.00002534856,0.000003482748,0.0000324034,0.0001004594,0.0000222964,0.0003846753],"genre_scores_gemma":[0.99901,0.0002041286,0.000494947,0.00001860183,0.000005386199,0.00001194326,0.0001743682,0.000002480258,0.00007820682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265881,"threshold_uncertainty_score":0.002517045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112602791359165,"score_gpt":0.3252263340168614,"score_spread":0.2941003061032698,"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."}}