{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263378,0.000139433,0.0004568347,0.0002875762,0.00007207841,0.00001671955,0.0001369942,0.0001263869,0.000114505],"category_scores_gemma":[0.005610014,0.00009553682,0.00008627355,0.0001459531,0.00009771929,0.000062188,0.00003418135,0.00036902,6.031365e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009636593,"about_ca_system_score_gemma":0.0003264742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651608,"about_ca_topic_score_gemma":0.6996057,"domain_scores_codex":[0.9981597,0.0004141289,0.0005339354,0.0001390672,0.000364865,0.0003882751],"domain_scores_gemma":[0.997835,0.0003077289,0.0009309709,0.0001083122,0.000611527,0.0002063966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005495424,0.0005158486,0.9947827,0.00001024435,0.0003270742,0.0001816203,0.001553431,0.000001364671,0.0001165405,0.000004255884,0.001934426,0.0000228931],"study_design_scores_gemma":[0.003984368,0.006720252,0.9877679,0.0002993927,0.0002444409,0.00005634504,0.0005320041,0.000003732713,0.0001167647,0.0000295586,0.0001904643,0.00005472927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924219,0.000006999595,0.000007189818,0.006746922,0.0000980782,0.0004665088,0.00006639364,0.000006005423,0.0001800362],"genre_scores_gemma":[0.9974696,0.00000886919,0.00008626721,0.002198195,0.0000904663,0.000005682532,0.000002615574,0.00001564801,0.0001226725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6979541,"threshold_uncertainty_score":0.6716117,"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."}}