{"id":"W4416254256","doi":"10.1016/j.bpg.2025.102065","title":"Endoscopic ultrasound imaging of pancreatic cysts","year":2025,"lang":"en","type":"article","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Endoscopic ultrasound; Endoscopy; Pancreatic disease; Ultrasound; Endoscopic ultrasonography; Pancreas; Doppler ultrasound; High resolution","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0103601,0.0002233458,0.001335121,0.0005979818,0.0001916818,0.00003633623,0.0004915778,0.0002665193,0.0004356748],"category_scores_gemma":[0.05457583,0.000192162,0.0002506722,0.0006103814,0.002278763,0.0002253732,0.0004305815,0.002333278,0.0002459019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811709,"about_ca_system_score_gemma":0.00124816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004788173,"about_ca_topic_score_gemma":0.00007390042,"domain_scores_codex":[0.9914626,0.004193373,0.00144477,0.0007318985,0.0009294788,0.001237881],"domain_scores_gemma":[0.9774655,0.01924274,0.0002925706,0.001022818,0.001528779,0.0004476297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005328248,0.003464319,0.9772692,0.0002343647,0.0006434172,0.0004219233,0.0000670607,4.267459e-7,0.0016018,0.0008099212,0.00685358,0.003305722],"study_design_scores_gemma":[0.01320203,0.01580916,0.9253981,0.0009433858,0.001480697,0.0009419345,0.00234957,0.0004681165,0.000264204,0.001345431,0.03766186,0.0001355671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397333,0.001005374,0.001242781,0.01726868,0.0003174433,0.001088562,0.00001050743,0.00003946944,0.03929393],"genre_scores_gemma":[0.9841419,0.0028519,0.006584339,0.002262397,0.0002498052,0.0001381418,0.0000201227,0.0000264706,0.003724963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05187117,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09467493627589242,"score_gpt":0.5178375514191773,"score_spread":0.4231626151432849,"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."}}