{"id":"W4407285085","doi":"10.1093/jcag/gwae059.099","title":"A99 INCREASING THE NUMBER OF PASSES FOR ENDOSCOPIC ULTRASOUND-GUIDED FINE NEEDLE ASPIRATION BIOPSY OF SOLID MASS LESIONS – A QUALITY IMPROVEMENT INITIATIVE TO IMPROVE DIAGNOSTIC YIELD","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Sickkids Research Institute; Centre hospitalier universitaire Sainte-Justine; Hospital for Sick Children; Queen's University; Women's College Hospital; BC Children's Hospital","keywords":"Endoscopic ultrasound; Medicine; Fine-needle aspiration; Radiology; Yield (engineering); Biopsy; Quality (philosophy); Medical physics; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01037426,0.0003152181,0.0002603266,0.001120979,0.0004805386,0.001418532,0.0007405257,0.000382789,0.00147629],"category_scores_gemma":[0.02502441,0.0002388332,0.000385615,0.001224264,0.0004594425,0.000743048,0.0007199424,0.0004453645,0.0002997838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785258,"about_ca_system_score_gemma":0.004200177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006093688,"about_ca_topic_score_gemma":0.005520328,"domain_scores_codex":[0.9921714,0.004132709,0.0009094795,0.000619487,0.001720005,0.0004469529],"domain_scores_gemma":[0.9622851,0.008631924,0.0147085,0.001927724,0.008714829,0.003731905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171301,0.001512051,0.7361288,0.0008389902,0.00008400923,0.0001985462,0.000778957,0.0009267395,0.004994055,0.0001152574,0.003491248,0.2492183],"study_design_scores_gemma":[0.0002664564,0.005482718,0.9855027,0.0001850191,0.0000882602,0.0003943439,0.0007416006,0.001492988,0.002707405,0.00005211278,0.00306177,0.00002445667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897555,0.001576621,0.002749706,0.00158649,0.00008805643,0.0006808911,0.0003975136,0.0002310503,0.002934232],"genre_scores_gemma":[0.9927006,0.0005524153,0.005437573,0.0003071284,0.00008751774,0.0001565393,0.0004259642,0.0000117762,0.0003203596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037426,"threshold_uncertainty_score":0.054865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534255502630263,"score_gpt":0.3162164867785496,"score_spread":0.290873931752247,"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."}}