{"id":"W2793931549","doi":"10.1093/jcag/gwy009.269","title":"A269 THE INCREMENTAL BENEFIT OF EUS-FNA FOR DIAGNOSING MALIGNANCY AMONG INDETERMINATE EXTRAHEPATIC BILIARY STRICTURES IN ADULT PATIENTS WHO UNDERGO ERCP WITH BRUSHING CYTOLOGY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; McMaster University","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Malignancy; Endoscopic ultrasound; Radiology; Confidence interval; Meta-analysis; Cytology; Indeterminate; Fine-needle aspiration; Study heterogeneity; Biopsy; Internal medicine; Pathology; Pancreatitis","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":[0.0152949,0.001803784,0.008404148,0.00616886,0.0003679833,0.003838093,0.001389383,0.002552671,0.005562558],"category_scores_gemma":[0.06255118,0.001060127,0.02967567,0.005006399,0.0008835336,0.001963565,0.001324528,0.002372128,0.0004974382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826927,"about_ca_system_score_gemma":0.002643388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004517366,"about_ca_topic_score_gemma":0.007173998,"domain_scores_codex":[0.9895728,0.004421066,0.003330262,0.0009580891,0.001460479,0.0002572505],"domain_scores_gemma":[0.9379311,0.05239025,0.005850193,0.0007394832,0.002744499,0.0003444295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.009096939,0.00006395491,0.01446006,0.4680845,0.4611159,0.0003200708,0.0001260092,0.0006545386,0.0005851465,0.0003570849,0.00152867,0.04360714],"study_design_scores_gemma":[0.002218259,0.0005693646,0.01732396,0.04010981,0.9356407,0.000310722,0.0000779629,0.0003640373,0.0002366612,0.0004826728,0.002627448,0.00003845035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01153404,0.9846141,0.0004930912,0.0007639193,0.0004140437,0.0002334649,0.001008781,0.00002189645,0.0009166581],"genre_scores_gemma":[0.3925758,0.5986188,0.002588541,0.002145134,0.001134342,0.0006181724,0.001584553,0.00003469605,0.0006998558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0152949,"threshold_uncertainty_score":0.08088809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006257815258710799,"score_gpt":0.2213180644936604,"score_spread":0.2150602492349496,"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."}}