{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003693755,0.0002719127,0.0009025075,0.0002762654,0.00005062849,0.000007819936,0.00004644774,0.00005151521,0.00001914265],"category_scores_gemma":[0.0001032041,0.0001665062,0.0000695991,0.0002551216,0.0001464964,0.0001212033,0.00001629318,0.0001547151,5.14392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172901,"about_ca_system_score_gemma":0.0002296135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009349026,"about_ca_topic_score_gemma":0.00003145618,"domain_scores_codex":[0.9982963,0.0003085182,0.0004789968,0.0004180126,0.0002399676,0.0002582715],"domain_scores_gemma":[0.9977259,0.00177645,0.0002229938,0.0001395376,0.00005384687,0.0000812525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02500741,0.002009063,0.377817,0.004007437,0.0009022998,0.0003617265,0.0009324543,0.00007520719,0.04362493,0.0000212356,0.00006843228,0.5451728],"study_design_scores_gemma":[0.04806859,0.1082014,0.5787776,0.004192968,0.001739955,0.0001626679,0.00008656384,0.0005286082,0.2460822,0.00002755666,0.01151885,0.0006130565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934863,0.003889311,0.00007855742,0.0002114585,0.0001135951,0.002064242,0.0001096092,0.00002703082,0.00001985602],"genre_scores_gemma":[0.9931804,0.0002819728,0.005684527,0.0001718401,0.00002649263,0.0005039058,0.00009625158,0.00004006142,0.00001453424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5445597,"threshold_uncertainty_score":0.6789925,"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."}}