{"id":"W2003801960","doi":"10.1016/s1052-5157(03)00101-6","title":"Ampullary adenoma: clinical manifestations, diagnosis, and treatment","year":2003,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Adenoma; Pancreaticoduodenectomy; Polypectomy; Occult; Adenocarcinoma; Carcinoma; Radical surgery; Surgery; Biopsy; General surgery; Cancer; Colorectal cancer; Internal medicine; Pathology; Colonoscopy; Resection","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006436968,0.0006572162,0.004742608,0.0002928679,0.0001044578,0.00001627729,0.0002284769,0.0001998413,0.0001713402],"category_scores_gemma":[0.003098852,0.0005081714,0.0008777297,0.0003974597,0.0010861,0.00004568883,0.0001161567,0.0008954309,0.0001285651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801461,"about_ca_system_score_gemma":0.00250001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000747126,"about_ca_topic_score_gemma":0.00002647252,"domain_scores_codex":[0.9947836,0.0008940931,0.002445338,0.0008447508,0.0004097431,0.0006224406],"domain_scores_gemma":[0.9897891,0.007156062,0.001362039,0.0007655391,0.0002542638,0.0006730507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455978,0.000971011,0.3618805,0.002756419,0.0003515956,0.0006587571,0.000009388152,1.721426e-7,1.223892e-8,0.000008523813,0.0006948222,0.6325232],"study_design_scores_gemma":[0.001993894,0.01331848,0.02830381,0.009742172,0.005959319,0.006298386,0.00003891996,0.00002090773,2.552378e-8,0.00001304478,0.9339662,0.0003449033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002482429,0.9936981,0.0002855895,0.0001045498,0.0001459635,0.001974537,0.0002786051,0.0000505296,0.0009796502],"genre_scores_gemma":[0.00002344565,0.9171486,0.08104137,0.0001265389,0.0002271679,0.000345818,0.0004809256,0.0000761257,0.0005299733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9332713,"threshold_uncertainty_score":0.999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182694500846709,"score_gpt":0.4497639170973641,"score_spread":0.3314944670126932,"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."}}