{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007282003,0.0001415526,0.0003246165,0.0004756303,0.0002799522,0.0004290725,0.0003368407,0.000356563,0.001928951],"category_scores_gemma":[0.002367288,0.0002131961,0.0004708163,0.0009359702,0.000244636,0.0002474057,0.0003810566,0.0003332753,0.0002259788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723943,"about_ca_system_score_gemma":0.0006214813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007656946,"about_ca_topic_score_gemma":0.007122518,"domain_scores_codex":[0.9992625,0.0002082385,0.00007979268,0.0002053384,0.000164623,0.00007944083],"domain_scores_gemma":[0.997891,0.0003919675,0.001137399,0.0001359091,0.0002005509,0.0002431763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346956,0.00002846395,0.996509,0.00001385814,0.00006277677,0.0001288757,0.00002169661,0.00004979724,0.000355834,0.00001238815,0.0001115838,0.001358667],"study_design_scores_gemma":[0.00009870761,0.0008433064,0.9973134,0.00001012058,0.00006381416,0.0007362383,0.00007863213,0.0002777804,0.0001575276,0.00002702219,0.0003885842,0.00000490122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987341,0.0002245831,0.00006519943,0.00002426088,0.000005676821,0.00001605816,0.0005905956,0.000002044124,0.0003374833],"genre_scores_gemma":[0.9989144,0.0000762991,0.00007177064,0.00002084772,0.000009675711,0.00001946222,0.000726056,0.000002164121,0.0001594789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007656946,"threshold_uncertainty_score":0.01522475,"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."}}