{"id":"W3083472184","doi":"10.7759/cureus.10283","title":"Carcinosarcoma of the Uterus: A Study From the Surveillance Epidemiology and End Result (SEER) Database","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Surveillance, Epidemiology, and End Results; Epidemiology; Carcinosarcoma; Uterus; Database; Gynecology; Obstetrics; Pathology; Internal medicine; Cancer registry; Carcinoma","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":[0.0008223507,0.0001986176,0.0004922731,0.001735675,0.0002349021,0.0004187967,0.0002952044,0.0003001252,0.0009879369],"category_scores_gemma":[0.002373235,0.000226224,0.0004740606,0.002720888,0.0001275532,0.0006056807,0.0004580705,0.0003794073,0.0001865243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256683,"about_ca_system_score_gemma":0.0004649263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004140654,"about_ca_topic_score_gemma":0.005836595,"domain_scores_codex":[0.9993095,0.0001480228,0.000158711,0.0001744469,0.0001418402,0.00006746773],"domain_scores_gemma":[0.9985221,0.0002645014,0.0007979712,0.0001172039,0.0001621698,0.0001360791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009821136,0.00001978163,0.9979938,0.0000768941,0.00008954953,0.00007900444,0.00004147409,0.00003133018,0.00009337057,0.00002579317,0.0004887397,0.000961997],"study_design_scores_gemma":[0.00002223703,0.00004018156,0.9984681,0.00004219502,0.00007810077,0.000315743,0.0001519344,0.0001756346,0.00003309175,0.00001993093,0.0006488949,0.000003994572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825853,0.001681606,0.0001275169,0.0001024171,0.000009434593,0.0000660496,0.01474528,0.000007418904,0.0006748898],"genre_scores_gemma":[0.9822586,0.001266652,0.0002516188,0.0001101955,0.00002107446,0.0001249514,0.01581938,0.000005430982,0.0001422105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004140654,"threshold_uncertainty_score":0.00823307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692311667553858,"score_gpt":0.322268469094851,"score_spread":0.2453453524193124,"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."}}