{"id":"W2791351590","doi":"10.1093/jcag/gwy008.325","title":"A324 FOUR OR MORE EUS-FNA PASSES FOR PANCREATIC SOLID LESIONS IS ASSOCIATED WITH INCREASED RISK WITHOUT IMPROVING DIAGNOSTIC YIELD: RESULTS FROM THE OTTAWA HOSPITAL EUS RYSE QA INITIATIVE","year":2018,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Endoscopic ultrasound; Adverse effect; Perforation; Pancreatitis; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001593381,0.0003554183,0.0003807683,0.0009606594,0.0004500455,0.000837159,0.0005762162,0.0006301521,0.001934235],"category_scores_gemma":[0.007932357,0.0002881934,0.0016889,0.001231484,0.000332384,0.0004978789,0.0007744675,0.0006195723,0.0003578752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009525039,"about_ca_system_score_gemma":0.001658778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07423412,"about_ca_topic_score_gemma":0.09022534,"domain_scores_codex":[0.9986721,0.000260227,0.0001923038,0.0002242841,0.0004326543,0.0002184406],"domain_scores_gemma":[0.9917246,0.002089936,0.003240676,0.0005214334,0.001360612,0.001062739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242557,0.0000306008,0.9969037,0.00002814144,0.0001056934,0.00005923923,0.00006751667,0.00002694967,0.00009902801,0.000008707224,0.0002255418,0.002120559],"study_design_scores_gemma":[0.000008147254,0.0001113695,0.9992108,0.00001233644,0.00009132976,0.00009975833,0.0001296034,0.0001013191,0.00003108165,0.00000801942,0.0001903748,0.000005815349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997125,0.0006271116,0.00005929539,0.0001771917,0.000009571516,0.0000204257,0.001069085,0.000008059233,0.0009041973],"genre_scores_gemma":[0.9980216,0.0002843402,0.0001239362,0.00009162386,0.00001677298,0.00001059435,0.001065882,0.000005289662,0.0003798941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07423412,"threshold_uncertainty_score":0.147604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272306407151729,"score_gpt":0.2956106300602515,"score_spread":0.2683799893450786,"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."}}