{"id":"W2791759226","doi":"10.1093/jcag/gwy009.222","title":"A222 TRAINEE INVOLVEMENT IN EUS PROCEDURES MAY INITIALLY BE ASSOCIATED WITH GREATER RISK AND LOWER DIAGNOSTIC YIELD: A LARGE SINGLE CENTRE STUDY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; University Health Network; University of Ottawa","funders":"","keywords":"Medicine; Endoscopic ultrasound; Demographics; Adverse effect; Endoscopy; General surgery; Emergency medicine; 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":[0.002082238,0.0003942769,0.0005166262,0.001251357,0.000557647,0.001150788,0.0005321613,0.0005782069,0.002737015],"category_scores_gemma":[0.008550889,0.0004218493,0.0008416926,0.001515194,0.0004806584,0.0007258155,0.0006654987,0.000462204,0.0004925379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006586146,"about_ca_system_score_gemma":0.0006851579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765764,"about_ca_topic_score_gemma":0.006787428,"domain_scores_codex":[0.9978037,0.0007585285,0.0003277777,0.0004143771,0.0004524511,0.0002430806],"domain_scores_gemma":[0.9912499,0.002091985,0.004224418,0.0005343971,0.0008411532,0.001058206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075558,0.00003512052,0.9988415,0.00002022472,0.00005677641,0.00008377399,0.000106552,0.00001224702,0.00007344905,0.000006368277,0.00005593115,0.0006005549],"study_design_scores_gemma":[0.000009755357,0.0002945749,0.9985011,0.00002045102,0.00004936112,0.0004272937,0.0003203187,0.0001196044,0.0000438439,0.000009039886,0.0001977375,0.000006989194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991174,0.0002925628,0.0001110822,0.00002063593,0.000005810315,0.00002025628,0.0001181662,0.000002438314,0.0003115949],"genre_scores_gemma":[0.9995479,0.0001179426,0.00008357095,0.00002405992,0.00001898224,0.00001505503,0.0001192608,0.000002502746,0.00007076683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006765764,"threshold_uncertainty_score":0.01345277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877193962877817,"score_gpt":0.2429837874795129,"score_spread":0.2242118478507348,"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."}}