{"id":"W4401306013","doi":"10.1093/noajnl/vdae090.026","title":"BMRK-04 EFFECT OF PRIMARY CANCER SITE AND EXTRACRANIAL PROGRESSION ON DEVELOPMENT OF BRAIN METASTASES IN PATIENTS TREATED WITH STEREOTACTIC BODY RADIOTHERAPY FOR OLIGOMETASTATIC SOLID TUMORS","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Statistics Canada; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Colorectal cancer; Breast cancer; Radiosurgery; Oncology; Internal medicine; Cancer; Lung cancer; Proportional hazards model; Radiation therapy; Primary tumor; Prostate; Population; Kidney cancer; Incidence (geometry); Metastasis","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":[0.0006988798,0.0001566918,0.0003540119,0.0003246815,0.0002063821,0.0005344368,0.0003663694,0.0002763396,0.004560491],"category_scores_gemma":[0.002360893,0.0001121826,0.001071334,0.000393064,0.0001743599,0.0002448278,0.0004811307,0.000625903,0.0003240878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742302,"about_ca_system_score_gemma":0.0006406732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007122333,"about_ca_topic_score_gemma":0.007484947,"domain_scores_codex":[0.999531,0.0001536946,0.00004295183,0.0001002356,0.00008814471,0.00008398948],"domain_scores_gemma":[0.9973672,0.0004917356,0.001320654,0.0001010076,0.0001589104,0.0005603958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103829,0.00003524237,0.9950694,0.00002957601,0.0001348091,0.0000779665,0.00001799724,0.0002055288,0.0003548329,0.00002963307,0.0002516355,0.002755108],"study_design_scores_gemma":[0.00002690251,0.0002439744,0.9986445,0.000005356827,0.00005561468,0.0001873684,0.00002754169,0.0004830916,0.00008953633,0.00003036804,0.0002027292,0.000003087512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980414,0.0003906342,0.00009833282,0.0001000441,0.00001113584,0.00000704541,0.0006615187,0.000008233667,0.0006814652],"genre_scores_gemma":[0.9992632,0.00004098437,0.00005335363,0.00001665546,0.000008044598,0.000004130891,0.0003471904,0.000003001953,0.0002634142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007122333,"threshold_uncertainty_score":0.0152564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108051034216715,"score_gpt":0.3364211699317736,"score_spread":0.3256160665101021,"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."}}