{"id":"W4414628713","doi":"10.3390/cancers17193143","title":"Management of Endometrial Hyperplasia: A Comparative Review of Guidelines","year":2025,"lang":"en","type":"review","venue":"Cancers","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endometrial cancer; Hysterectomy; Atypia; Endometrial hyperplasia; Reproductive medicine; Obstetrics and gynaecology; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008524959,0.0005479167,0.001334612,0.01626742,0.0005014414,0.001824693,0.001495164,0.001342581,0.001711774],"category_scores_gemma":[0.03496231,0.0004842897,0.001460261,0.01531054,0.0006061355,0.001619853,0.001228523,0.001162057,0.0003790754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003460373,"about_ca_system_score_gemma":0.00877518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006961758,"about_ca_topic_score_gemma":0.01554852,"domain_scores_codex":[0.9913345,0.00279051,0.002919202,0.0005552352,0.002134874,0.000265705],"domain_scores_gemma":[0.9695634,0.01645091,0.004263876,0.0004725352,0.008579718,0.000669536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219555,0.00007148847,0.006192089,0.1191897,0.0007326174,0.0004506722,0.00178664,0.000586973,0.0006112077,0.004540294,0.05394576,0.811673],"study_design_scores_gemma":[0.00008108317,0.000252158,0.02233725,0.323784,0.003447664,0.002161431,0.002577013,0.0003280698,0.0004226686,0.001590122,0.6429249,0.00009366302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002763694,0.9894263,0.0004463346,0.003628204,0.0005523398,0.00009293131,0.0004562296,0.00001923795,0.002614815],"genre_scores_gemma":[0.01342276,0.9811948,0.002265969,0.001952787,0.0003339017,0.00009145007,0.0005076409,0.00001541761,0.0002152452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01626742,"threshold_uncertainty_score":0.04508483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766966119010109,"score_gpt":0.4657011259544996,"score_spread":0.2890045140534887,"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."}}