{"id":"W2588297689","doi":"10.1016/j.gie.2016.09.007","title":"Optimal strategies for pancreatic cyst surveillance: we need better comparative data, not more case series","year":2017,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intraductal papillary mucinous neoplasm; Asymptomatic; Internal medicine; Cyst; Pancreas; Adenocarcinoma; Pancreatic cyst; Confidence interval; General surgery; Gastroenterology; Radiology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01255709,0.0008332076,0.00299171,0.002000913,0.001123072,0.004772868,0.002481568,0.007427409,0.005896584],"category_scores_gemma":[0.06621552,0.0003696812,0.001367677,0.002164437,0.002638272,0.01496479,0.00161737,0.00870989,0.002070566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323794,"about_ca_system_score_gemma":0.004065409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164446,"about_ca_topic_score_gemma":0.002194848,"domain_scores_codex":[0.9919245,0.003910722,0.002141248,0.000665115,0.0009354532,0.0004230755],"domain_scores_gemma":[0.9404921,0.03821208,0.005908179,0.003395779,0.008863917,0.003128013],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00183172,0.0006795421,0.07199657,0.01119673,0.001226114,0.01197444,0.0006209619,0.002684625,0.002333841,0.02517402,0.20529,0.6649915],"study_design_scores_gemma":[0.001649239,0.002314807,0.06512122,0.04910873,0.002732279,0.07196012,0.01080973,0.003543028,0.001990053,0.1921355,0.5979908,0.0006445255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01712229,0.3322315,0.003926297,0.6244439,0.008702414,0.0001131387,0.0005970982,0.00008663155,0.01277671],"genre_scores_gemma":[0.190683,0.2574249,0.02362772,0.431123,0.09217225,0.0004771699,0.002657768,0.0002370493,0.001597205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9874429,"threshold_uncertainty_score":0.06640905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10863217810044,"score_gpt":0.3936284360075079,"score_spread":0.2849962579070678,"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."}}