{"id":"W3211940103","doi":"10.1002/dc.24906","title":"Synchronous uterine and bladder cancers detected in urine and vaginal samples by cytology","year":2021,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Urine cytology; Cytology; Genitourinary system; Uterine cancer; Pathology; Vagina; Urinary system; Bladder cancer; Gynecology; Urine; Cancer; Carcinosarcoma; Carcinoma; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000674888,0.0003140144,0.0003694269,0.001245099,0.0003930458,0.0008137189,0.0002672735,0.0005769966,0.001299394],"category_scores_gemma":[0.002292426,0.000227524,0.000256171,0.000362348,0.0005279107,0.0004915864,0.0005755611,0.0004886874,0.0003927333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318123,"about_ca_system_score_gemma":0.0002734256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006929173,"about_ca_topic_score_gemma":0.001310607,"domain_scores_codex":[0.9995393,0.0001187727,0.0000504745,0.00008482622,0.0001245098,0.00008212102],"domain_scores_gemma":[0.9991348,0.0003179934,0.000213253,0.0001034854,0.0001129039,0.0001175384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005176146,0.00009679564,0.6985034,0.0003212594,0.00008781881,0.04648897,0.0009193296,0.0001856645,0.16354,0.0005850462,0.0007499666,0.08800414],"study_design_scores_gemma":[0.00002786604,0.0007936907,0.4589517,0.0004236673,0.0002321157,0.3711877,0.003552387,0.003555914,0.1465642,0.001267052,0.01337891,0.00006483889],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970466,0.01167653,0.01196154,0.0008146195,0.0001734586,0.00006543058,0.0001427934,0.0001608344,0.004538832],"genre_scores_gemma":[0.9920587,0.001967547,0.005231552,0.0001884315,0.00005865176,0.000009410872,0.0000631697,0.00001354811,0.0004089214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299394,"threshold_uncertainty_score":0.004346848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060519808527669,"score_gpt":0.2749056241835343,"score_spread":0.2643004260982575,"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."}}