{"id":"W4388996953","doi":"10.1016/j.clbc.2023.11.008","title":"Brain Metastases in the Setting of Stable Versus Progressing Extracranial Disease Among Patients With Metastatic Breast Cancer","year":2023,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Statistics Canada; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Disease; Oncology; Internal medicine; Clinical trial; Cohort; Metastatic breast cancer; Cancer; Retrospective cohort study; Brain metastasis; Metastasis","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":[0.001287676,0.0003049589,0.0007169055,0.0001264241,0.0001215408,0.00004494217,0.0001872591,0.00005476999,0.0004383952],"category_scores_gemma":[0.0002400564,0.0001756372,0.0002514975,0.0009621606,0.0003711549,0.0001979445,0.0000748523,0.0003526316,0.00001059218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201683,"about_ca_system_score_gemma":0.0004974868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123522,"about_ca_topic_score_gemma":0.0007116572,"domain_scores_codex":[0.9968655,0.0004881399,0.0007973529,0.0005471471,0.0007391398,0.0005627007],"domain_scores_gemma":[0.997333,0.001279739,0.0003680348,0.0004835872,0.0002211229,0.0003144419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005595622,0.001323351,0.8925533,0.0002229043,0.000554009,0.0002096921,0.0001572428,0.0002161057,0.000002605514,0.00002941338,0.001290015,0.09784571],"study_design_scores_gemma":[0.0118142,0.0002886596,0.9845018,0.0007783816,0.001211692,0.00001103947,0.0003174161,0.0005426051,0.000003542461,0.00002787852,0.0003133199,0.0001894388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852503,0.0004925734,0.0000184416,0.009522676,0.0003371995,0.001203939,0.003081046,0.00005804138,0.00003576302],"genre_scores_gemma":[0.9979402,0.00009571558,0.0003497617,0.0005984399,0.0002480607,0.0004203045,0.0002350624,0.00005156951,0.00006083151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09765627,"threshold_uncertainty_score":0.7162278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573150718103655,"score_gpt":0.3863182980139162,"score_spread":0.3405867908328796,"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."}}