{"id":"W3215325442","doi":"10.1093/jcag/gwab037","title":"Preoperative Endoscopic Ultrasound Fine Needle Aspiration Versus Upfront Surgery in Resectable Pancreatic Cancer: A Systematic Review and Meta-analysis of Clinical Outcomes Including Survival and Risk of Tumor Recurrence","year":2021,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Endoscopic ultrasound; Pancreatic cancer; Fine-needle aspiration; Meta-analysis; Radiology; Survival rate; Surgery; Cancer; Surgical oncology; Internal medicine; Biopsy","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":[0.00731362,0.001597078,0.01251695,0.004848337,0.0004794343,0.001997801,0.001689715,0.00168798,0.002091342],"category_scores_gemma":[0.01883275,0.001003839,0.0263781,0.00687131,0.0005374042,0.001091859,0.0008972239,0.001092065,0.0001931027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531909,"about_ca_system_score_gemma":0.002128867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00512091,"about_ca_topic_score_gemma":0.01064543,"domain_scores_codex":[0.9944838,0.002202732,0.001758496,0.0007931425,0.0005743076,0.0001875772],"domain_scores_gemma":[0.9831818,0.01189604,0.003213637,0.0004748485,0.0009668985,0.0002667645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003135205,0.00004155505,0.01745055,0.2721556,0.6915537,0.0001934622,0.00009485611,0.0004944113,0.000286641,0.00008473446,0.0005298182,0.01397953],"study_design_scores_gemma":[0.0004296058,0.0002564127,0.01124518,0.01318595,0.9734316,0.0001242123,0.00004821087,0.0001633425,0.0001080162,0.00009010601,0.0008974181,0.00001991082],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01295106,0.9857901,0.0002626861,0.0001349238,0.00009347551,0.00009790732,0.0004866529,0.00001347862,0.0001696409],"genre_scores_gemma":[0.3420947,0.6540214,0.001223737,0.000646221,0.0002661008,0.0005950257,0.0008881919,0.00002363946,0.0002410756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251695,"threshold_uncertainty_score":0.03867859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710209462611095,"score_gpt":0.4310764758353285,"score_spread":0.260055529574219,"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."}}