{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707803,0.0002887088,0.0005397152,0.000966181,0.0005553444,0.0006750868,0.0006020623,0.0003227603,0.002062846],"category_scores_gemma":[0.002214862,0.0003918803,0.0004809501,0.0017558,0.000299421,0.0004045532,0.0006087929,0.0003274132,0.0005317712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008297608,"about_ca_system_score_gemma":0.0009875232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009173644,"about_ca_topic_score_gemma":0.009700892,"domain_scores_codex":[0.9989824,0.0002268735,0.0001856595,0.0002967979,0.0001895847,0.0001186633],"domain_scores_gemma":[0.9976419,0.0002338412,0.001253349,0.0002212706,0.0003306038,0.0003189882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875381,0.00003950934,0.9979554,0.00003992017,0.00007468967,0.0001531353,0.00004720796,0.00002857728,0.0001631551,0.000009916457,0.0002445778,0.001056226],"study_design_scores_gemma":[0.0000620532,0.0002848478,0.9967692,0.00004108575,0.0001090661,0.001237079,0.0002254422,0.0001659123,0.0001670989,0.00001341714,0.0009160432,0.000008849139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963043,0.0006345551,0.0001679721,0.00003343419,0.000009623032,0.00006414343,0.002215609,0.000006711223,0.0005636685],"genre_scores_gemma":[0.9970396,0.000217503,0.0002042075,0.00004595569,0.00001887054,0.00008555419,0.002195684,0.00000636476,0.0001860785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009173644,"threshold_uncertainty_score":0.01824045,"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."}}