{"id":"W4413856503","doi":"10.1093/noajnl/vdaf166.045","title":"48 CLINICOPATHOLOGICAL OUTCOMES AND BIOMARKER SHIFTING OF BREAST CANCER BRAIN METASTASES","year":2025,"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":"","funders":"","keywords":"Breast cancer; Biomarker; Medicine; Oncology; Internal medicine; Cancer; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196679,0.0002022311,0.000747097,0.0001363784,0.00008830932,0.000006929727,0.0000790644,0.000104737,0.0001773457],"category_scores_gemma":[0.000642715,0.0001362029,0.0001378888,0.0002313142,0.0004049133,0.00008820958,0.0001060034,0.0001868523,0.000003972016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697258,"about_ca_system_score_gemma":0.0001364805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002478593,"about_ca_topic_score_gemma":0.00004764253,"domain_scores_codex":[0.9984593,0.000293315,0.0004496517,0.0004127459,0.000127219,0.0002577259],"domain_scores_gemma":[0.9976547,0.001771272,0.0001895797,0.0002204378,0.00007313381,0.00009084836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006248278,0.0005396095,0.7165241,0.0001427308,0.0001881038,0.0003346195,0.00004037185,0.000005465688,0.01094955,0.0009731554,0.001384447,0.268293],"study_design_scores_gemma":[0.003754232,0.0005738189,0.9279808,0.00008927218,0.0005270452,0.0002596434,0.0001876838,0.00003194842,0.001626985,0.000523266,0.06432221,0.0001230391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539343,0.009941992,0.0001526732,0.03304632,0.000685967,0.0004886207,0.0002129188,0.00006758013,0.001469599],"genre_scores_gemma":[0.9869911,0.001504234,0.003423119,0.007750934,0.00003986101,0.00007723947,0.00001389929,0.00001272587,0.0001868499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26817,"threshold_uncertainty_score":0.5554191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018683689461923,"score_gpt":0.3926680162005782,"score_spread":0.362481179305959,"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."}}