{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008087172,0.0009211016,0.002633542,0.0002716429,0.0006008586,0.0003231195,0.001001285,0.0004582697,0.0003097652],"category_scores_gemma":[0.001059421,0.0007696361,0.0002751074,0.0001098441,0.00149477,0.0004608212,0.0004218325,0.002493862,0.000124275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111107,"about_ca_system_score_gemma":0.001648974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005691473,"about_ca_topic_score_gemma":0.0001154059,"domain_scores_codex":[0.9954475,0.0002404959,0.0008511975,0.001274245,0.000749581,0.00143695],"domain_scores_gemma":[0.9941742,0.001845805,0.0006561822,0.002439802,0.0006158216,0.0002682294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.003380035,0.0001024613,0.01433972,0.001937893,0.000529748,0.06927905,0.0003364675,0.000008682653,0.001291006,0.00001797674,0.9086933,0.00008368704],"study_design_scores_gemma":[0.009894599,0.007435458,0.00265188,0.004335164,0.002290782,0.7461846,0.004979419,0.007996868,0.00008147865,0.0001769879,0.212565,0.001407748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1515459,0.0006557157,0.01639444,0.8096446,0.0006471847,0.005742158,0.01015156,0.0003958148,0.004822527],"genre_scores_gemma":[0.0300564,0.0001842683,0.789418,0.1077511,0.01779105,0.001715677,0.0260572,0.0004850924,0.02654125],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7730235,"threshold_uncertainty_score":0.9998074,"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."}}