{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002846759,0.0001337073,0.0001666958,0.0007854469,0.0005346503,0.0005211585,0.0001799535,0.0001552261,0.002430622],"category_scores_gemma":[0.001237503,0.00008547649,0.000143488,0.0007342422,0.0002860986,0.0001477935,0.0002808831,0.0001728047,0.0002926479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182474,"about_ca_system_score_gemma":0.001139828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04706267,"about_ca_topic_score_gemma":0.08556177,"domain_scores_codex":[0.9997291,0.00002692538,0.00001875424,0.00003306744,0.00009437922,0.00009777108],"domain_scores_gemma":[0.9992429,0.00007908249,0.000227769,0.00002267632,0.000205861,0.0002217917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007632059,0.000007624294,0.9963505,0.000006464393,0.000009703472,0.0002971527,0.00002486132,0.00004039051,0.0003729621,0.00001825855,0.0002937964,0.002501918],"study_design_scores_gemma":[0.000003191785,0.00002866649,0.9980822,0.000005011251,0.00000882711,0.001039807,0.0001034767,0.0001121693,0.0001638192,0.00002082747,0.0004300821,0.000001922674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979341,0.0002520407,0.00006118414,0.0000708477,0.000004806867,0.000007286992,0.0005880055,0.000004358584,0.001077477],"genre_scores_gemma":[0.9992496,0.00008232781,0.00003065275,0.00001099159,0.000005321039,0.000004895011,0.0003684149,0.00000101042,0.0002466898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04706267,"threshold_uncertainty_score":0.09357744,"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."}}