{"id":"W4386484330","doi":"10.3390/curroncol30090597","title":"Diagnostic Performance of Preoperative Imaging in Endometrial Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endometrial cancer; Radiology; Magnetic resonance imaging; Stage (stratigraphy); Lymph node metastasis; Lymph node; Cancer; Metastasis; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005864479,0.0003852002,0.0003223726,0.002628573,0.0002762432,0.0009044381,0.0005816901,0.0004677768,0.0006734921],"category_scores_gemma":[0.03481946,0.0002263299,0.0002670081,0.0009428549,0.0005703848,0.0006308666,0.0006171062,0.0003367237,0.0001916634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223013,"about_ca_system_score_gemma":0.0004991714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011162,"about_ca_topic_score_gemma":0.001182366,"domain_scores_codex":[0.9952853,0.002434535,0.0008633875,0.0003005793,0.0008539393,0.0002622892],"domain_scores_gemma":[0.9777957,0.01268051,0.005321371,0.0008688548,0.002878074,0.0004554658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001529097,0.00001874498,0.9872236,0.000096761,0.00003134466,0.0002263191,0.0001194661,0.0001376538,0.0006630386,0.0000269931,0.0001289668,0.01117414],"study_design_scores_gemma":[0.00001596279,0.0005641608,0.9714079,0.0002660943,0.0003001083,0.01039208,0.0008957639,0.005650504,0.008277942,0.0002552007,0.001944942,0.00002920469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855098,0.009650878,0.001858669,0.0002697873,0.00005699841,0.00003356992,0.0002199448,0.00003750502,0.002362969],"genre_scores_gemma":[0.998123,0.0005897076,0.001104695,0.00002677837,0.00002574787,0.000006189543,0.00009088921,0.00000221909,0.00003079043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005864479,"threshold_uncertainty_score":0.03101474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114909463362589,"score_gpt":0.4369147104942858,"score_spread":0.3220052471316968,"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."}}