{"id":"W4386800658","doi":"10.1093/neuonc/noad147.089","title":"STEREOTACTIC RADIOSURGERY FOR BRAIN METASTASES FROM GASTROINTESTINAL PRIMARIES: ANALYSIS OF OUTCOMES","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Rectum; Malignancy; Radiosurgery; Gastrointestinal cancer; Colorectal cancer; Cohort; Retrospective cohort study; Cancer; Internal medicine; Radiology; Surgery; 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":[0.0006165322,0.0001572354,0.0003151691,0.00138636,0.0002032573,0.000507385,0.0002017317,0.0001753149,0.0007805716],"category_scores_gemma":[0.002665338,0.00006799449,0.0005518521,0.001112822,0.0002356309,0.0002945269,0.0004279789,0.0001847541,0.0001449591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234381,"about_ca_system_score_gemma":0.0003093008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001926348,"about_ca_topic_score_gemma":0.003136454,"domain_scores_codex":[0.9995633,0.0001005002,0.00007798218,0.00007794753,0.0001067216,0.0000735853],"domain_scores_gemma":[0.9972644,0.0004582889,0.001655022,0.00006633189,0.0002953157,0.0002606773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000105598,0.00000605731,0.9976314,0.00001599814,0.00005715451,0.00007430236,0.00002043888,0.00005320781,0.0001027389,0.000007011795,0.00005448596,0.001871643],"study_design_scores_gemma":[0.000003993063,0.0001167995,0.9988974,0.00000885632,0.00004627052,0.0004783054,0.00008932708,0.0001628767,0.00008436881,0.00001702652,0.00009202596,0.000002606292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983073,0.0005903447,0.0001040934,0.00003098444,0.000004242548,0.000007092921,0.0005634385,0.000003625343,0.0003887623],"genre_scores_gemma":[0.9991806,0.0001516613,0.00003827451,0.000006983646,0.000006663035,0.000004950858,0.0005736172,0.000001453293,0.00003573679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001926348,"threshold_uncertainty_score":0.003830314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920836028553705,"score_gpt":0.3489789069499843,"score_spread":0.2997705466644472,"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."}}