{"id":"W4401296585","doi":"10.1093/noajnl/vdae090.108","title":"RMTD-01 PROGNOSTIC SIGNIFICANCE OF STABLE EXTRACRANIAL DISEASE IN PATIENTS WITH INTRACRANIAL METASTATIC DISEASE: INSIGHTS FROM A RETROSPECTIVE POPULATION-BASED STUDY","year":2024,"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":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Retrospective cohort study; Lung cancer; Cancer; Proportional hazards model; Oncology; Radiation therapy; Population; Metastatic breast cancer; Brain metastasis; Surgery; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009734498,0.0002976625,0.0006456999,0.0002044889,0.00007382082,0.00002258082,0.00009593309,0.00003169518,0.00007445089],"category_scores_gemma":[0.0003980089,0.0002158322,0.00008771683,0.0005155956,0.0001148405,0.0002691736,0.0000239036,0.0002745214,0.00001135565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598014,"about_ca_system_score_gemma":0.0004963039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000263438,"about_ca_topic_score_gemma":0.0006063107,"domain_scores_codex":[0.9976354,0.0003495259,0.0004881025,0.0007248808,0.0005207416,0.0002813952],"domain_scores_gemma":[0.9981666,0.0009737735,0.0001680742,0.0003216994,0.0001151625,0.0002546659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007106715,0.005687657,0.9790213,0.0001995062,0.0001874722,0.003289997,0.0001771533,0.001227986,0.00009238136,0.00008540169,0.000008261823,0.002916169],"study_design_scores_gemma":[0.006675437,0.004191867,0.985172,0.0002074287,0.00107442,9.186872e-7,0.00009364379,0.001176303,0.00002457222,0.001020877,0.000181497,0.0001810076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930643,0.002050935,0.0004035795,0.0002950255,0.0003719624,0.003193975,0.0005283532,0.00007676891,0.0000150798],"genre_scores_gemma":[0.9972931,0.00001776625,0.001674727,0.0001291664,0.00008622171,0.0004354391,0.0003144253,0.0000419498,0.000007187977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006150729,"threshold_uncertainty_score":0.8801382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009522474074593664,"score_gpt":0.2793427822365804,"score_spread":0.2698203081619867,"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."}}