{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001462767,0.0001060126,0.0003630199,0.0003176101,0.0002107623,0.00006695781,0.0003745817,0.00003050415,0.0003145521],"category_scores_gemma":[0.0004519382,0.00006890738,0.0001154858,0.002493839,0.004418756,0.0001432346,0.0001013865,0.0005047763,0.00003517441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004430979,"about_ca_system_score_gemma":0.001696227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004391125,"about_ca_topic_score_gemma":0.000002501682,"domain_scores_codex":[0.9954223,0.0001129014,0.0004102211,0.0003100089,0.003160152,0.0005844065],"domain_scores_gemma":[0.9974146,0.0001282392,0.0001743987,0.0001558286,0.0005547712,0.001572116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008850438,0.0007400911,0.03892365,0.00003728816,0.00008576861,0.001181198,0.001803628,0.000001297585,0.3433772,0.00009941953,0.02196488,0.5909005],"study_design_scores_gemma":[0.01258928,0.07100005,0.5088968,0.0005880404,0.0002838943,0.00254672,0.01066631,0.001489253,0.1914054,0.0002263892,0.199622,0.0006859048],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586637,0.000305565,0.000196107,0.0403062,0.0001606759,0.0001574023,0.00001325154,0.000008087984,0.0001890204],"genre_scores_gemma":[0.9979439,0.0002750805,0.0003934692,0.0007388401,0.0005988526,0.000006389994,0.000001956903,0.00001006516,0.00003146739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902147,"threshold_uncertainty_score":0.9982907,"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."}}