{"id":"W2789351995","doi":"10.1093/jcag/gwy009.253","title":"A253 DETERMINATION OF OPTIMAL NUMBER OF ACTUATIONS FOR AN EUS GUIDED FNA PASS","year":2018,"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":"Vancouver General Hospital","funders":"","keywords":"Medicine; Fine-needle aspiration; Radiology; First pass; Retrospective cohort study; Stylet; Pancreas; Lesion; Biopsy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001897889,0.0003270469,0.0009005689,0.0008390205,0.0004760839,0.0007580005,0.0002690494,0.0004871408,0.001158082],"category_scores_gemma":[0.006147917,0.0002774706,0.0004634404,0.0005054382,0.0004050865,0.0003941339,0.0003595726,0.0003300382,0.0005442384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085885,"about_ca_system_score_gemma":0.0004813608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494627,"about_ca_topic_score_gemma":0.001906258,"domain_scores_codex":[0.998593,0.0003540549,0.0002335932,0.00015808,0.0004935022,0.0001676538],"domain_scores_gemma":[0.9960219,0.002005304,0.0008027885,0.0001972445,0.0006873494,0.0002854141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006474936,0.0003090538,0.8283284,0.0003625982,0.0001716049,0.003532495,0.0007306284,0.002381738,0.09369375,0.00009478552,0.0004491963,0.06347094],"study_design_scores_gemma":[0.0000486913,0.006946065,0.9421251,0.0000911211,0.0001932645,0.00472852,0.001225543,0.004069267,0.03714991,0.00009962368,0.003273464,0.00004953289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948812,0.001426066,0.002240922,0.00004183684,0.0000146593,0.0000930703,0.000111423,0.00002204458,0.001168783],"genre_scores_gemma":[0.9950493,0.0004434601,0.003918685,0.0000319961,0.00001241076,0.00007377136,0.0001574094,0.00001375402,0.0002991618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985054,"threshold_uncertainty_score":0.01003712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458894601615754,"score_gpt":0.361029221681769,"score_spread":0.3264402756656115,"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."}}