{"id":"W4414318289","doi":"10.1097/aog.0000000000006080","title":"Molecular Characterization and Clinical Implications of Endometrial Cancer","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microsatellite instability; Endometrial cancer; Immunohistochemistry; DNA mismatch repair; Cancer; Gene expression profiling; Molecular pathology; Gene; Molecular biomarkers","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":[0.002631627,0.0003725399,0.0004202067,0.002280843,0.0004303187,0.00135385,0.0007464336,0.000903022,0.001038164],"category_scores_gemma":[0.009790646,0.0002748985,0.0003557425,0.001126193,0.0009246314,0.0010985,0.00057803,0.001200467,0.0006209168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009440666,"about_ca_system_score_gemma":0.0007423084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681519,"about_ca_topic_score_gemma":0.001479503,"domain_scores_codex":[0.998478,0.0005378291,0.0002620555,0.0001940485,0.0004245844,0.000103412],"domain_scores_gemma":[0.9975182,0.0008117691,0.0004404161,0.0002394003,0.0008182335,0.0001719808],"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":[0.0006521379,0.0001067169,0.2244366,0.001833337,0.0001823589,0.00654859,0.0005229337,0.001740523,0.03685697,0.01332838,0.01938785,0.6944036],"study_design_scores_gemma":[0.00009016947,0.000591429,0.4241354,0.00274642,0.0004835599,0.09094328,0.001970821,0.005232088,0.02586943,0.02231529,0.425432,0.0001901351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.185836,0.7292641,0.01381649,0.03731962,0.001672925,0.000168712,0.001006115,0.0002200031,0.03069601],"genre_scores_gemma":[0.7557291,0.2083015,0.02079489,0.006377111,0.00302935,0.0001469673,0.001718959,0.00007814082,0.003823976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002631627,"threshold_uncertainty_score":0.01391757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790791817908964,"score_gpt":0.3546438681166498,"score_spread":0.3267359499375602,"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."}}