{"id":"W3049515872","doi":"10.34297/ajbsr.2020.09.001441","title":"Malignant Duodenal Obstruction Caused by Urothelial Carcinoma","year":2020,"lang":"en","type":"article","venue":"American Journal of Biomedical Science & Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Metastatic Urothelial Carcinoma; Duodenum; Pancreas; Malignancy; Vomiting; Nausea; Abdominal pain; Occult; Bowel obstruction; Carcinoma; Disease; Metastasis; Gastroenterology; Urothelial carcinoma; General surgery; Internal medicine; Surgery; Pathology; 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":[0.0002123185,0.001075519,0.0009974403,0.001692259,0.002374262,0.001309578,0.0006122482,0.002720943,0.002281288],"category_scores_gemma":[0.001956259,0.0007354529,0.0006991336,0.00123783,0.0009041809,0.001347784,0.001469828,0.001944599,0.0005887389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054047,"about_ca_system_score_gemma":0.0005377357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197255,"about_ca_topic_score_gemma":0.001979474,"domain_scores_codex":[0.999683,0.00002742987,0.00003107322,0.00006698124,0.00004978398,0.0001416739],"domain_scores_gemma":[0.9991331,0.0002193737,0.0001467618,0.00006297126,0.00003943562,0.0003984486],"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":[0.00002470949,0.00001818998,0.005337612,0.00001879664,0.000004697915,0.993122,0.00007632909,0.00003149494,0.0004490471,0.00009537688,0.0001196266,0.0007020164],"study_design_scores_gemma":[0.000009385564,0.00005270599,0.005383484,0.00001030074,0.000008835659,0.9934016,0.00008480983,0.0001005467,0.0002625955,0.00007872704,0.000600012,0.000007018364],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745882,0.007422011,0.001565592,0.002831426,0.0004671687,0.0001210325,0.0002815673,0.0001638525,0.01255922],"genre_scores_gemma":[0.9963179,0.001494337,0.000372459,0.0004401489,0.000423007,0.000008655592,0.00007395592,0.00001115201,0.0008583923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720943,"threshold_uncertainty_score":0.007647693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05042641780652296,"score_gpt":0.3796671760306712,"score_spread":0.3292407582241483,"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."}}