{"id":"W3033118250","doi":"10.1016/j.gie.2020.03.3242","title":"Tu1070 EVALUATING THE IMPACT OF ATTENDING PHYSICIAN CAREER PHASE ON ENDOSCOPIC ULTRASOUND (EUS) WITH FINE NEEDLE ASPIRATION (FNA) SAFETY AND EFFICIENCY","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Fine-needle aspiration; Endoscopic ultrasound; Radiology; Endoscopy; Medical physics; General surgery; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005074863,0.0002409619,0.0005359084,0.00007684185,0.0001936369,0.0000246314,0.0001303826,0.00003111659,0.0001342482],"category_scores_gemma":[0.001696328,0.0001424728,0.00009117707,0.0003624546,0.0003271798,0.00007365623,0.00004086047,0.0003986683,0.0000156444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193798,"about_ca_system_score_gemma":0.0004263547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001921977,"about_ca_topic_score_gemma":0.000007076419,"domain_scores_codex":[0.9981896,0.0001823212,0.0003556668,0.0003398877,0.0005106236,0.0004218578],"domain_scores_gemma":[0.9979658,0.001145504,0.0002062444,0.0002530772,0.0001957658,0.0002336091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007396515,0.0004146762,0.3403242,0.0001451783,0.0001255253,0.00006103208,0.001079342,0.0007048022,0.6462442,0.000136024,0.0001438447,0.003224677],"study_design_scores_gemma":[0.03500451,0.2288133,0.6100754,0.003212967,0.001167781,0.002920804,0.00284927,0.1022336,0.01305929,0.00009028713,0.00003198266,0.0005408488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879303,0.00007184823,0.007303035,0.0008933045,0.00001513284,0.0007435229,0.00003106325,0.0000375316,0.002974236],"genre_scores_gemma":[0.9884549,0.00000566153,0.01098351,0.0002274965,0.0001878365,0.00002211021,0.00003552143,0.00002509326,0.00005780412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6331849,"threshold_uncertainty_score":0.5809872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06664477401475227,"score_gpt":0.3862547085595076,"score_spread":0.3196099345447553,"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."}}