{"id":"W3134779090","doi":"10.1093/jcag/gwab002.046","title":"A48 USE OF ENDOSCOPIC ULTRASOUND FINE NEEDLE ASPIRATE AND ENDOSCOPIC ULTRASOUND FINE NEEDLE BIOPSY FOR DETECTION OF GATA6 EXPRESSON IN PANCREATIC DUCTAL ADENOCARINCOMA","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":"St. Michael's Hospital; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"FOLFIRINOX; Medicine; Endoscopic ultrasound; Pancreatic ductal adenocarcinoma; Biopsy; Fine-needle aspiration; GATA6; Exact test; Radiology; Pathology; Internal medicine; Pancreatic cancer; Biology; Cancer; Gene expression","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":[0.0009026075,0.0002961321,0.0003818377,0.001503608,0.0003452953,0.00045927,0.0002400814,0.0004997124,0.001039411],"category_scores_gemma":[0.002060767,0.0002333594,0.0003136434,0.0004692468,0.0003777043,0.0005420855,0.0004851565,0.0002427165,0.0003173641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174857,"about_ca_system_score_gemma":0.0002476131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006170533,"about_ca_topic_score_gemma":0.001013367,"domain_scores_codex":[0.9994565,0.0001233764,0.000109388,0.0001139892,0.0001281467,0.00006858185],"domain_scores_gemma":[0.9989474,0.000408977,0.0001305806,0.00009673195,0.0002156985,0.0002006266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001998356,0.0001620656,0.858847,0.0001397387,0.0000652787,0.02843431,0.0005047651,0.0001296198,0.08845407,0.00006735459,0.0001011048,0.02109632],"study_design_scores_gemma":[0.0000473145,0.001569983,0.8918806,0.00005272418,0.000163453,0.07474737,0.001360047,0.002283283,0.02638335,0.0001136058,0.001364547,0.00003371291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974484,0.0007656994,0.0008578098,0.00002853151,0.00001159092,0.00003080071,0.00005669949,0.00001172219,0.0007888468],"genre_scores_gemma":[0.9980063,0.0002386583,0.001518835,0.00002236583,0.000008910677,0.0000120404,0.00007199963,0.000002549526,0.0001183053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001503608,"threshold_uncertainty_score":0.004773498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209010013297858,"score_gpt":0.2705735881805763,"score_spread":0.2484834880475977,"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."}}