{"id":"W2016448153","doi":"10.1053/j.gastro.2015.01.015","title":"American Gastroenterological Association Institute Guideline on the Diagnosis and Management of Asymptomatic Neoplastic Pancreatic Cysts","year":2015,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1114,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"U.S. Department of Veterans Affairs; Feinberg School of Medicine; School of Medicine, Vanderbilt University; Johns Hopkins University; University of Minnesota; Medical School, University of Michigan; Northwestern University; University of Pennsylvania; Yale University; Vanderbilt University; University of North Carolina at Chapel Hill; Perelman School of Medicine, University of Pennsylvania","keywords":"Medicine; Guideline; Asymptomatic; Malignancy; Cyst; Pancreatic cancer; General surgery; Pancreatic cyst; Dysplasia; Adenocarcinoma; Radiology; Cancer; Surgery; Internal medicine; Pathology","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":[0.002768079,0.001156321,0.001828177,0.004124444,0.0009245035,0.001788655,0.002853945,0.004925102,0.002756019],"category_scores_gemma":[0.01131679,0.0007211902,0.002459425,0.002192652,0.001217548,0.001420572,0.001432087,0.00559049,0.002805135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316491,"about_ca_system_score_gemma":0.007546527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021441,"about_ca_topic_score_gemma":0.04592803,"domain_scores_codex":[0.9961005,0.0009957162,0.0008041592,0.0001628537,0.00166893,0.000267777],"domain_scores_gemma":[0.9903205,0.00234266,0.001288241,0.0001745756,0.004941605,0.0009324867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105762,0.0001777078,0.007366783,0.001621175,0.0001202429,0.002927737,0.0002066321,0.0009873534,0.001440752,0.002483745,0.761573,0.2209843],"study_design_scores_gemma":[0.0002782168,0.0001814016,0.04074116,0.02032362,0.0004752737,0.02217362,0.0005125506,0.001775272,0.001565417,0.007069157,0.9047684,0.0001358889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01661696,0.361483,0.03855507,0.3181842,0.02494554,0.002244566,0.009183427,0.002049003,0.2267382],"genre_scores_gemma":[0.1120314,0.4199599,0.2001475,0.1379797,0.02603949,0.002568474,0.03493159,0.0007152531,0.06562681],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02021441,"threshold_uncertainty_score":0.0401935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04465345452149518,"score_gpt":0.3300986184087442,"score_spread":0.2854451638872491,"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."}}