{"id":"W1550169856","doi":"10.1002/dc.23118","title":"Atypical squamous cells in the urine revealing endometrioid adenocarcinoma of the endometrium with squamous cell differentiation: A case report","year":2014,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Urothelium; Squamous metaplasia; Medicine; Pathology; Urine cytology; Cytopathology; Urine; Squamous intraepithelial lesion; Urinary bladder; Squamous carcinoma; Malignancy; Adenocarcinoma; Urology; Cytology; Carcinoma; Internal medicine; Cystoscopy; Cervical intraepithelial neoplasia; Cancer; Epithelium; Cervical 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":[0.000662198,0.002925036,0.002359903,0.005351689,0.003500199,0.002626591,0.001999182,0.007713076,0.002270051],"category_scores_gemma":[0.003912292,0.00254879,0.002064341,0.003112087,0.003016243,0.00320002,0.003232311,0.004159211,0.001063872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508385,"about_ca_system_score_gemma":0.001111874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716044,"about_ca_topic_score_gemma":0.003317926,"domain_scores_codex":[0.9984906,0.0001758477,0.0002272535,0.0003863379,0.0002524859,0.0004674926],"domain_scores_gemma":[0.9973415,0.0006405534,0.0004593608,0.0003103101,0.000167496,0.001080814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000195773,0.00003291504,0.002412494,0.00002602553,0.000009329646,0.9961044,0.0001215744,0.0000435969,0.0005459968,0.00006256044,0.00007462803,0.0005470755],"study_design_scores_gemma":[0.00001021673,0.00007119549,0.00297685,0.00001552525,0.00001809126,0.9956772,0.0001465483,0.0001855713,0.000494866,0.0001076249,0.0002808745,0.0000153594],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972392,0.012121,0.00532491,0.00255196,0.0006348173,0.000260786,0.0002642963,0.0002578638,0.006192395],"genre_scores_gemma":[0.9939312,0.00196832,0.001664268,0.0006202438,0.0008419947,0.00002522675,0.00006444335,0.00002122778,0.0008631577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007713076,"threshold_uncertainty_score":0.01094413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228472968849501,"score_gpt":0.2442376746547378,"score_spread":0.2319529449662428,"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."}}