{"id":"W4414160562","doi":"10.23736/s2724-606x.25.05723-9","title":"Adjuvant radiotherapy for early-stage endometrial cancer based on randomized controlled trials: a narrative review","year":2025,"lang":"en","type":"article","venue":"Minerva Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Endometrial cancer; Radiation therapy; Brachytherapy; Randomized controlled trial; External beam radiotherapy; Adjuvant; Gynecologic oncology; Adjuvant radiotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003831166,0.0003807122,0.007005215,0.0009124487,0.0001310429,0.00003093637,0.0001090335,0.0002361732,0.0007286406],"category_scores_gemma":[0.1593149,0.0002186554,0.001349222,0.001437743,0.0001368133,0.00003343633,0.000021755,0.0002053222,0.000002039378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195671,"about_ca_system_score_gemma":0.0003846732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297467,"about_ca_topic_score_gemma":0.00002104789,"domain_scores_codex":[0.9962172,0.001112988,0.001460403,0.0005258844,0.0002890374,0.0003945071],"domain_scores_gemma":[0.8909135,0.107729,0.0005641981,0.0002740249,0.0003454474,0.0001737676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.680234,0.001469704,0.002309166,0.002458307,0.00722318,0.00008665937,0.0002335722,0.00004229661,0.0002762852,0.001748093,0.007855704,0.2960631],"study_design_scores_gemma":[0.9139395,0.002315061,0.0003907061,0.0009125371,0.003430732,0.000001042994,0.00003450176,0.00269865,0.0001339077,0.000153294,0.07577161,0.0002184509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05759191,0.8687801,0.003345476,0.02335675,0.0083664,0.03226644,0.0003576633,0.000115566,0.005819641],"genre_scores_gemma":[0.5250902,0.3617616,0.003056427,0.05064281,0.001026869,0.0236952,0.0002109493,0.0001045521,0.03441139],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5070186,"threshold_uncertainty_score":0.8916508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125335497983385,"score_gpt":0.3745785068113567,"score_spread":0.3333251518315229,"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."}}