{"id":"W4413105947","doi":"10.1093/noajnl/vdaf123.060","title":"NCTQ-01 RISK OF RADIATION NECROSIS FOLLOWING CONCURRENT VERSUS SEQUENTIAL ADMINISTRATION OF ANTIBODY-DRUG CONJUGATES AND STEREOTACTIC RADIOSURGERY (SRS) IN PATIENTS WITH METASTATIC BREAST CANCER AND 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":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Internal medicine; Cohort; Breast cancer; Incidence (geometry); Oncology; Metastatic breast cancer; Univariate analysis; Retrospective cohort study; Cancer; Radiation therapy; Nuclear medicine; Surgery; Multivariate analysis","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":[0.0002998885,0.0002059046,0.0007031557,0.0002131619,0.00006292785,0.00001183277,0.00003726192,0.00003973789,0.00001798346],"category_scores_gemma":[0.000255065,0.0001616736,0.00007612085,0.0002604897,0.0002320035,0.0002640182,0.00002813724,0.0001381101,1.405312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007084997,"about_ca_system_score_gemma":0.000249541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002426592,"about_ca_topic_score_gemma":0.0003971593,"domain_scores_codex":[0.9984506,0.0003487625,0.0004772414,0.0003429541,0.00018836,0.0001920691],"domain_scores_gemma":[0.9977244,0.001558298,0.0004346107,0.0001378301,0.00007201064,0.00007286623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00537242,0.0007030743,0.9130801,0.0003836384,0.0008481059,0.00006084156,0.0001687821,0.00008296681,0.001579314,0.00007424733,0.00004868825,0.07759782],"study_design_scores_gemma":[0.02635018,0.003049575,0.955112,0.0003895762,0.002951921,0.00002712968,0.0003414995,0.0001729154,0.01047158,0.00006208857,0.0008737792,0.0001977799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927052,0.005009791,0.00007270307,0.0006717999,0.000457612,0.0006637124,0.0003868733,0.00001127584,0.00002101913],"genre_scores_gemma":[0.997671,0.001640474,0.0003742674,0.0001245309,0.0000133094,0.00004365373,0.0001155942,0.00001184221,0.000005317775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740004,"threshold_uncertainty_score":0.6592857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127145627322145,"score_gpt":0.3246665854115234,"score_spread":0.313395129138302,"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."}}