{"id":"W4401288399","doi":"10.1093/noajnl/vdae090.113","title":"RMTD-06 TREATMENT PATTERNS AND OUTCOMES OF HR+/HER2- BREAST CANCER WITH BRAIN METASTASES: A SINGLE-CENTER RETROSPECTIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Center (category theory); Cancer; Breast cancer; Retrospective cohort study; Oncology; Single Center; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001138015,0.0004133714,0.0009842605,0.0001972956,0.00007788333,0.00002247107,0.00009835464,0.00007230975,0.0001657884],"category_scores_gemma":[0.0000362287,0.0002695923,0.0001073031,0.0002908515,0.0003543921,0.0003265106,0.00005850369,0.0002475399,0.000004681156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005450764,"about_ca_system_score_gemma":0.0001936609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049289,"about_ca_topic_score_gemma":0.002003516,"domain_scores_codex":[0.997987,0.0001751255,0.0003802033,0.0007662223,0.000308264,0.0003831788],"domain_scores_gemma":[0.9987983,0.0004147279,0.0001757225,0.0003391218,0.0001311145,0.0001409994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001523864,0.001870011,0.8914991,0.0001424097,0.001092154,0.0006962789,0.002102286,0.00002679454,0.004697736,0.00005382596,0.00004022882,0.09625533],"study_design_scores_gemma":[0.01269783,0.0187492,0.9019023,0.0004115281,0.001164947,0.002061906,0.004714992,0.00002855577,0.002666953,0.0001733062,0.05494886,0.000479583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986667,0.003778896,0.0003387884,0.0062889,0.0004176183,0.00147413,0.000663882,0.0001728931,0.0001978394],"genre_scores_gemma":[0.9971197,0.0004776773,0.0005513444,0.0009297506,0.000162877,0.0004385865,0.00001493672,0.00007105311,0.000234096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09577575,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746558196868288,"score_gpt":0.3331982587564331,"score_spread":0.3157326767877502,"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."}}