{"id":"W4413105841","doi":"10.1093/noajnl/vdaf123.003","title":"BSBM-03 EXPLORING FACTORS ASSOCIATED WITH BRAIN METASTASES DEVELOPMENT AMONG BREAST CANCER PATIENTS RECEIVING NEOADJUVANT CHEMOTHERAPY","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":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Lymphovascular invasion; Breast cancer; Internal medicine; Cumulative incidence; Univariate analysis; Stage (stratigraphy); Oncology; Chemotherapy; Incidence (geometry); Cancer; Retrospective cohort study; Proportional hazards model; Multivariate analysis; Metastasis; Cohort","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":[0.0005503664,0.000203743,0.0002756607,0.000805571,0.0002740259,0.0005706847,0.0003273293,0.0002540016,0.004626961],"category_scores_gemma":[0.00276728,0.0001087282,0.0003254557,0.001221671,0.0001439286,0.0002082968,0.0004094511,0.0003890603,0.0006173722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004279077,"about_ca_system_score_gemma":0.0007457944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006191619,"about_ca_topic_score_gemma":0.007226101,"domain_scores_codex":[0.9996152,0.0001416556,0.00005205159,0.0000504948,0.00007213001,0.00006847464],"domain_scores_gemma":[0.9976684,0.0004547274,0.001032547,0.00006824372,0.0002823034,0.0004936584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001326446,0.00001618492,0.9978927,0.00001534108,0.00002463648,0.0000206577,0.00001502199,0.00004246871,0.00009850672,0.00000975986,0.0003444988,0.001387655],"study_design_scores_gemma":[0.000007251787,0.00009676928,0.9987518,0.00001436014,0.00002687214,0.0001072793,0.00008252035,0.0002192076,0.00007394354,0.00002191655,0.0005958854,0.000002239617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956476,0.0004956172,0.000107283,0.0001641343,0.00001419453,0.0000136249,0.002729668,0.000007774157,0.0008199933],"genre_scores_gemma":[0.997649,0.0001404161,0.0001795088,0.00004018637,0.00002096725,0.00002994639,0.001567082,0.000003180903,0.0003697033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006191619,"threshold_uncertainty_score":0.01547873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981262677728264,"score_gpt":0.3016743328955186,"score_spread":0.271861706118236,"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."}}