{"id":"W3008277976","doi":"10.1093/jcag/gwz047.268","title":"A269 EUS-GUIDED ROSE FNA AND CNB FOR THE DIAGNOSIS OF PANCREATIC CANCER: A COMPARATIVE ANALYSIS","year":2020,"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":"Dalhousie University","funders":"","keywords":"Medicine; Endoscopic ultrasound; Pancreatic cancer; Fine-needle aspiration; Radiology; Malignancy; Biopsy; Diagnostic accuracy; Cytology; Cancer; Internal medicine; Pathology","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":[0.004708346,0.0004229574,0.001100524,0.001233864,0.0001733574,0.0005700784,0.0003667928,0.0005440221,0.00155403],"category_scores_gemma":[0.01508635,0.0004305458,0.001131924,0.0007689452,0.0004839249,0.0005543333,0.00039745,0.0002749657,0.0003788399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635623,"about_ca_system_score_gemma":0.0002482848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196695,"about_ca_topic_score_gemma":0.0004405844,"domain_scores_codex":[0.9964762,0.002065646,0.0003668504,0.0003702592,0.0006207453,0.0001002106],"domain_scores_gemma":[0.9788985,0.01690335,0.00217745,0.0004779273,0.0009698956,0.0005729041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.102001,0.001052182,0.8162779,0.001666342,0.004493865,0.00145627,0.0004898208,0.0006861549,0.005283786,0.0001854716,0.0003146463,0.06609247],"study_design_scores_gemma":[0.004666868,0.04455367,0.9306569,0.0003454032,0.004522916,0.007012332,0.0005850315,0.00341763,0.002707499,0.000173884,0.001268111,0.000089832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928976,0.005963143,0.0003320093,0.00002811144,0.0000239041,0.00005881645,0.0001149499,0.000005978015,0.0005755069],"genre_scores_gemma":[0.9979258,0.001200235,0.0004387737,0.00003284573,0.00005205344,0.00003249853,0.0002525061,0.000002947274,0.00006236674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004708346,"threshold_uncertainty_score":0.02490044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495950977863773,"score_gpt":0.3476398668544357,"score_spread":0.2926803570757979,"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."}}