{"id":"W2061566723","doi":"10.1159/000325872","title":"Fine Needle Aspiration Biopsy for Preoperative Workup of Pancreatic Cystic Neoplasms","year":2007,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Serous Cystadenoma; Radiology; Fine-needle aspiration; Pancreas; Biopsy; Intraductal papillary mucinous neoplasm; Endoscopic ultrasound; Mucinous cystadenoma; Serous fluid; Concordance; Adenocarcinoma; Cyst; Cancer; Pathology; Internal medicine","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":[0.0007613255,0.0008922261,0.000475085,0.002127559,0.000850359,0.0006386045,0.0006280449,0.00134277,0.002856473],"category_scores_gemma":[0.005621875,0.0004461071,0.0003418618,0.0005985561,0.0006374695,0.001168692,0.0005074426,0.001065967,0.001578206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421726,"about_ca_system_score_gemma":0.0008432974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008457103,"about_ca_topic_score_gemma":0.002001533,"domain_scores_codex":[0.9995626,0.00009446641,0.00009362371,0.00004466365,0.0001404103,0.00006429345],"domain_scores_gemma":[0.9981502,0.0009524864,0.000246381,0.0001450838,0.0002461668,0.0002596742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0006303926,0.0002372573,0.2257397,0.0006768262,0.00005798061,0.5958626,0.0007368667,0.0007777124,0.05415757,0.0003978222,0.002751345,0.117974],"study_design_scores_gemma":[0.00004669062,0.0003423598,0.03597051,0.000278288,0.00008484424,0.9377048,0.0004701712,0.002413681,0.01611223,0.0004613203,0.006088098,0.00002698164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865241,0.03807974,0.04574827,0.003904496,0.0006845148,0.0006454967,0.0004376505,0.0009294077,0.02304634],"genre_scores_gemma":[0.9741808,0.00453917,0.01956015,0.0005914835,0.0001916194,0.00006075476,0.0001967569,0.00005357163,0.0006258044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002856473,"threshold_uncertainty_score":0.009555817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665061766576561,"score_gpt":0.3515240419586099,"score_spread":0.3048734242928443,"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."}}