{"id":"W4399831579","doi":"10.14740/jmc4236","title":"Metastatic Bladder Urothelial Carcinoma Masquerading as Myositis","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urothelial carcinoma; Metastatic Urothelial Carcinoma; Pathology; Bladder cancer; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006480346,0.0001190964,0.0004046015,0.0001732785,0.00006484286,0.00002215388,0.0000963187,0.00008290238,0.002120341],"category_scores_gemma":[0.001281149,0.00007728658,0.0002251509,0.0001512266,0.0001789063,0.0001104938,0.00004659598,0.000569029,0.00008875479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006461767,"about_ca_system_score_gemma":0.0006004648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385729,"about_ca_topic_score_gemma":0.000005955398,"domain_scores_codex":[0.998293,0.00008377544,0.0004343583,0.0001150358,0.0008832003,0.0001906178],"domain_scores_gemma":[0.9986862,0.0007256874,0.0000718017,0.0000732767,0.00009088591,0.0003521764],"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":[0.001226249,0.0007646817,0.006759419,0.0006410143,0.002400849,0.8033218,0.002090937,0.00000184692,0.0008353022,0.002547605,0.11979,0.05962026],"study_design_scores_gemma":[0.004839533,0.01718215,0.01545697,0.001724077,0.003440688,0.6461137,0.003397917,0.0003642376,0.002322702,0.00198004,0.3028297,0.0003482306],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411433,0.0211056,0.0001426899,0.03351337,0.001249354,0.00008768532,0.000005726242,0.0000235568,0.002728753],"genre_scores_gemma":[0.994034,0.0006075144,0.0003554552,0.001972333,0.001570553,0.000002861096,0.000001164076,0.00001488114,0.001441229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830397,"threshold_uncertainty_score":0.9987919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334895181684614,"score_gpt":0.3584777673043131,"score_spread":0.315128815487467,"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."}}