{"id":"W4372294517","doi":"10.3390/cancers15092605","title":"Preoperative CA125 Significantly Improves Risk Stratification in High-Grade Endometrial Cancer","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Radboud Universitair Medisch Centrum; Radboud Universiteit","keywords":"Medicine; Stage (stratigraphy); Endometrial cancer; Internal medicine; Logistic regression; Lymph node; Carcinoma; Radiology; Pathological; Multivariate analysis; Oncology; Metastasis; Gastroenterology; Cancer","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":[0.0009284728,0.0003275818,0.0003482816,0.0005414131,0.0001749007,0.0005678902,0.0001658228,0.000319976,0.0003589609],"category_scores_gemma":[0.005712036,0.00016437,0.0003223468,0.0004224944,0.0002102609,0.0003126611,0.0003056912,0.0004100536,0.0001281566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995565,"about_ca_system_score_gemma":0.0002802625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282866,"about_ca_topic_score_gemma":0.002403018,"domain_scores_codex":[0.9995725,0.0002106617,0.00005205617,0.00003941088,0.00008527425,0.00004006581],"domain_scores_gemma":[0.9987354,0.0005422269,0.0003407446,0.00007081722,0.0001018191,0.0002090806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026478,0.00004431669,0.9777147,0.00002460839,0.00007471053,0.0001139595,0.00003380882,0.0003217064,0.001011261,0.00002546617,0.0001933441,0.01941573],"study_design_scores_gemma":[0.00003406551,0.0005301937,0.9932515,0.00002132977,0.0001655508,0.0006049297,0.00005257409,0.003799614,0.0007219273,0.0001426998,0.0006640451,0.0000115473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962029,0.002583344,0.0004048566,0.0001416419,0.00002475097,0.0000109668,0.00006238109,0.00002306565,0.0005461859],"genre_scores_gemma":[0.99921,0.0003096049,0.0002807328,0.00002058944,0.00002158766,0.000001916498,0.00008148518,0.000002028931,0.00007205375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282866,"threshold_uncertainty_score":0.00491029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546612478561367,"score_gpt":0.3228218772972174,"score_spread":0.2873557525116037,"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."}}