{"id":"W4383501010","doi":"10.1016/j.gore.2023.101238","title":"Cervical PEComa: Challenges in diagnosis and prognosis of a rare neoplasm","year":2023,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Saskatchewan; University of Regina; Vancouver General Hospital; University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Biopsy; Radiology; Hysterectomy; Neoplasm; Rare disease; Cervical cancer; Pathology; Cancer; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327626,0.0001919745,0.0008677299,0.000459806,0.00006298574,0.000007396129,0.0001030765,0.0004100977,0.0003333722],"category_scores_gemma":[0.002209568,0.0001626455,0.00009813705,0.0006423688,0.0003201678,0.00005643595,0.0003642127,0.0004149895,0.00003229256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165669,"about_ca_system_score_gemma":0.0003029301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007651663,"about_ca_topic_score_gemma":0.001111842,"domain_scores_codex":[0.9974606,0.000247621,0.0007461431,0.0006437816,0.0003068892,0.000594952],"domain_scores_gemma":[0.9973505,0.001676177,0.000238021,0.0003852375,0.0001447162,0.0002053057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004640047,0.0008481782,0.9146854,0.0002647206,0.00005573189,0.008507181,0.000499282,0.000004217746,0.0004019175,0.0001237634,0.002042876,0.07252034],"study_design_scores_gemma":[0.001019927,0.001873706,0.9855834,0.00008218356,0.00004659434,0.00158087,0.000613048,0.00007619302,0.0004169313,0.0008669799,0.00772764,0.0001125757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751588,0.001525178,3.518808e-7,0.01559116,0.0002047753,0.0010699,0.000004024563,0.000170531,0.006275258],"genre_scores_gemma":[0.9935922,0.004514418,0.0004872105,0.0001601489,0.00005021081,0.0009910376,0.00002082831,0.00002356382,0.0001603788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07240777,"threshold_uncertainty_score":0.6632491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481846587669803,"score_gpt":0.3678219440596852,"score_spread":0.2196372852927048,"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."}}