{"id":"W4289878567","doi":"10.1093/noajnl/vdac078.055","title":"LOCL-13 SURGICAL RESECTION PLUS STEREOTACTIC RADIOSURGERY (SRS) VERSUS SRS ALONE FOR LARGE POSTERIOR FOSSA BRAIN METASTASES: OUTCOMES AND FACTORS GUIDING THE DECISION OF TREATMENT MODALITY","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Radiosurgery; Cohort; Nuclear medicine; Surgery; Prospective cohort study; Posterior fossa; Internal medicine; Radiation therapy","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":[0.001076435,0.0001657079,0.0004110466,0.0004275819,0.0001434623,0.0004350069,0.0002206404,0.0002694748,0.001888064],"category_scores_gemma":[0.002277303,0.00007445342,0.0007713965,0.0003649404,0.0003426658,0.0004141449,0.0003131393,0.0002433616,0.0003458148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596578,"about_ca_system_score_gemma":0.000361825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007716266,"about_ca_topic_score_gemma":0.002242117,"domain_scores_codex":[0.9994147,0.0002180122,0.00007126979,0.00009019775,0.00012179,0.00008413763],"domain_scores_gemma":[0.9980837,0.000589475,0.0009433575,0.00003729167,0.00009519675,0.0002509569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00807887,0.0002872306,0.9335052,0.0001934854,0.0006026785,0.0004259129,0.00009736705,0.001024931,0.001863243,0.00007207832,0.0005712911,0.05327776],"study_design_scores_gemma":[0.0003051744,0.007029132,0.9876996,0.00006571984,0.0004244875,0.001129683,0.0002706987,0.001498667,0.0008218135,0.0001545179,0.0005845372,0.00001592709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977787,0.00118432,0.0002042807,0.000101227,0.00001015403,0.00001609659,0.0001524289,0.00000509864,0.0005477784],"genre_scores_gemma":[0.9995477,0.0001322104,0.00005510405,0.0000193394,0.00001837782,0.000009491575,0.0001514516,9.996056e-7,0.00006542764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888064,"threshold_uncertainty_score":0.006316185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05791697304651395,"score_gpt":0.3625597461321686,"score_spread":0.3046427730856547,"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."}}