{"id":"W3135038768","doi":"10.1093/jcag/gwab002.242","title":"A244 SUCCESS RATE AND SAFETY OF SINGLE-OPERATOR PANCREATOSCOPY (SOP) IN THE EVALUATION OF SUSPECTED PANCREATIC DUCT NEOPLASIA: A RETROSPECTIVE COHORT STUDY","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Retrospective cohort study; Radiology; Cohort; Pancreatic duct; Endoscopic ultrasound; Pancreatic Intraepithelial Neoplasia; Gastroenterology; Bile duct; Indeterminate; Internal medicine; Pancreas; Pancreatic ductal adenocarcinoma; Pancreatic cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.001729216,0.0003238141,0.0005438532,0.0009048294,0.0004491972,0.0007134241,0.0004178119,0.0005557821,0.001280058],"category_scores_gemma":[0.005323288,0.0003514319,0.0008974864,0.0006289239,0.0004247532,0.0007649452,0.000547365,0.0004628396,0.0002948753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138183,"about_ca_system_score_gemma":0.0003397377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156555,"about_ca_topic_score_gemma":0.0009418103,"domain_scores_codex":[0.9986163,0.0003143081,0.0001964159,0.0004704825,0.0002643442,0.0001380888],"domain_scores_gemma":[0.9950958,0.001448952,0.00178783,0.0006864012,0.0005166514,0.0004644629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670287,0.0000700517,0.9979838,0.00001029375,0.00006703749,0.0001577073,0.00007216725,0.00002165503,0.0001685339,0.000007123508,0.00002923372,0.001145215],"study_design_scores_gemma":[0.00004128349,0.001364418,0.9951833,0.00001430276,0.0001493452,0.001928217,0.0003359015,0.0004798379,0.0002565305,0.00001992282,0.0002123156,0.00001462934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994879,0.0001872248,0.0001056074,0.000007201274,0.000004168676,0.00001370331,0.00007273821,0.000001997008,0.0001193952],"genre_scores_gemma":[0.999703,0.00006366313,0.00007329609,0.00001084239,0.000007135718,0.00001148234,0.00009335332,0.000002062809,0.00003511222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001729216,"threshold_uncertainty_score":0.009145081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028086976445292,"score_gpt":0.3065042186831314,"score_spread":0.2862233489186785,"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."}}