{"id":"W4416141088","doi":"10.1093/neuonc/noaf201.0207","title":"BIOS-06. INCIDENCE RATE OF BRAIN METASTASES AMONG WOMEN WITH GYNECOLOGICAL CANCERS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Kingston Health Sciences Centre","funders":"","keywords":"Incidence (geometry); Meta-analysis; Ovarian cancer; Systematic review; Cancer","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":[0.02324227,0.003707568,0.0191407,0.01071046,0.0007486705,0.005249827,0.00271055,0.003316807,0.007449233],"category_scores_gemma":[0.05084568,0.002124059,0.07914826,0.008846201,0.0009553463,0.002971109,0.002329321,0.002918674,0.0007464702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003106782,"about_ca_system_score_gemma":0.004169859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214751,"about_ca_topic_score_gemma":0.009257349,"domain_scores_codex":[0.9771267,0.01193753,0.005686341,0.00228559,0.002406823,0.0005569562],"domain_scores_gemma":[0.9753023,0.01845125,0.003620815,0.0007187309,0.001614861,0.0002921229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001250966,0.00001909457,0.003285191,0.2574669,0.7314214,0.00008966288,0.00005267607,0.0005238937,0.0001208753,0.0001478292,0.0005553034,0.005066173],"study_design_scores_gemma":[0.0005337249,0.0001251613,0.002543536,0.01569624,0.9791255,0.00009401709,0.00002985611,0.000230998,0.00007059851,0.00022491,0.001303657,0.0000218193],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005604377,0.9885289,0.001774965,0.0004029239,0.0002881663,0.000808751,0.001975323,0.00007781712,0.0005387297],"genre_scores_gemma":[0.2754282,0.7016665,0.009134618,0.001906568,0.0006118038,0.0064773,0.003338664,0.0001487988,0.001287589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02324227,"threshold_uncertainty_score":0.1229183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481340492711157,"score_gpt":0.3324645522201437,"score_spread":0.2976511472930322,"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."}}