{"id":"W4401450016","doi":"10.1016/j.ygyno.2024.07.677","title":"Comprehensive molecular characterization of early stage grade 3 endometrioid endometrial adenocarcinoma","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Stage (stratigraphy); Medicine; Endometrial cancer; Oncology; Adenocarcinoma; Internal medicine; Adjuvant therapy; Cancer research; Gynecology; Cancer; Biology","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":[0.000356667,0.0002533645,0.0003591837,0.001232214,0.0002894074,0.0007036655,0.000279018,0.0003192441,0.001307432],"category_scores_gemma":[0.0004523406,0.000190807,0.0003852966,0.0007374486,0.0001508186,0.0002690735,0.0003587486,0.0003636634,0.0003032991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483162,"about_ca_system_score_gemma":0.0005258264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539445,"about_ca_topic_score_gemma":0.00379645,"domain_scores_codex":[0.9998099,0.00002234109,0.0000182205,0.00004063336,0.00006581256,0.00004307162],"domain_scores_gemma":[0.9998504,0.00002500457,0.00004390323,0.00002046923,0.00004270407,0.00001754791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009890302,0.0001297065,0.2290232,0.0007451014,0.0003579812,0.0008360631,0.0003148054,0.001457125,0.6475077,0.0008807476,0.002140879,0.1156177],"study_design_scores_gemma":[0.00006629155,0.000807735,0.7804115,0.0002070808,0.0009092814,0.005719105,0.0007501705,0.00464557,0.1505408,0.001268873,0.05463151,0.00004195434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752721,0.01248011,0.00361643,0.0003871453,0.00004123524,0.0001116691,0.00373879,0.00008532716,0.004267117],"genre_scores_gemma":[0.9844759,0.003955265,0.004390144,0.0002700935,0.00002289471,0.00008433815,0.004462573,0.00002273978,0.002316108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539445,"threshold_uncertainty_score":0.004373789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486383639407366,"score_gpt":0.3336582234163099,"score_spread":0.2887943870222363,"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."}}