{"id":"W3006452646","doi":"10.5430/jst.v10n1p15","title":"Surgical resection of pancreatic tumors: review of 70 cases","year":2020,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Pancreatic cancer; Radiology; Pancreas; Jaundice; Abdominal pain; Endoscopy; Elastography; Prospective cohort study; Cancer; Ultrasound; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0009972225,0.0001111797,0.001422664,0.0001357559,0.00002557796,0.000002217216,0.0001269687,0.00005733241,0.0005891101],"category_scores_gemma":[0.0026775,0.00007756733,0.0002753535,0.0003679342,0.0001803929,0.00007402727,0.00003659968,0.0003855826,0.000009998831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005815616,"about_ca_system_score_gemma":0.0005931744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002807057,"about_ca_topic_score_gemma":9.57692e-7,"domain_scores_codex":[0.9976597,0.0001926265,0.001209759,0.0001053833,0.0006424348,0.0001900589],"domain_scores_gemma":[0.997683,0.0004457455,0.0008059727,0.0001502645,0.000616646,0.0002984033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01613602,0.002501621,0.7451636,0.09785772,0.002423783,0.03468044,0.002360292,0.0000309981,0.0305424,0.0006620439,0.06317855,0.00446251],"study_design_scores_gemma":[0.0311626,0.1008246,0.3148759,0.2820175,0.009224499,0.1273524,0.005171311,0.001849479,0.107604,0.0008856414,0.01791552,0.001116609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764491,0.01643853,0.00003178786,0.003911992,0.00004855912,0.0002617696,0.0000101696,0.00000575604,0.002842296],"genre_scores_gemma":[0.9840149,0.0145856,0.0004669682,0.0003524262,0.0003807468,0.000003034813,0.000002600494,0.00001338015,0.000180323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302877,"threshold_uncertainty_score":0.6450342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06535176846149802,"score_gpt":0.3872789316894424,"score_spread":0.3219271632279443,"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."}}