{"id":"W4416019007","doi":"10.1016/j.ijgc.2025.102606","title":"NON-INVASIVE STRATEGIES FOR EARLY ENDOMETRIAL CANCER DETECTION IN PATIENTS WITH ABNORMAL UTERINE BLEEDING","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Uterine bleeding; Endometrial cancer; Uterine cancer; Cancer; MEDLINE","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":[0.0003539964,0.0003552269,0.0005571704,0.0007089613,0.0002790145,0.0006515389,0.0003344485,0.0004440387,0.00307948],"category_scores_gemma":[0.002415465,0.0001481595,0.0004978433,0.0002681873,0.0001454339,0.0004246451,0.0003787805,0.0006814055,0.0003464177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033409,"about_ca_system_score_gemma":0.000773821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041539,"about_ca_topic_score_gemma":0.002429205,"domain_scores_codex":[0.9997812,0.00007605178,0.00001885134,0.00002117549,0.00006758975,0.00003515343],"domain_scores_gemma":[0.9994461,0.0002988852,0.00009177232,0.00001696253,0.00006423411,0.00008204675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002515494,0.00124561,0.2662597,0.00143712,0.0002248589,0.002497717,0.0002777028,0.0003774746,0.004857241,0.0005101822,0.00552425,0.7142727],"study_design_scores_gemma":[0.001178141,0.01060608,0.8930815,0.003757951,0.001560429,0.02032133,0.002631622,0.005594488,0.01003054,0.004327389,0.04681093,0.00009946646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.743799,0.1981826,0.01159654,0.010626,0.001403644,0.001101321,0.001155518,0.0002603894,0.03187499],"genre_scores_gemma":[0.9472498,0.03499582,0.009973837,0.002393682,0.0008999767,0.0002882743,0.000588763,0.00001834619,0.003591598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00307948,"threshold_uncertainty_score":0.01030189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892904922677148,"score_gpt":0.330675117940712,"score_spread":0.3117460687139406,"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."}}