{"id":"W2903929451","doi":"10.1093/jcag/gwy066","title":"Advanced Endoscopy Trainee Involvement Early in EUS Training May Be Associated with an Increased Risk of Adverse Events","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Ottawa Hospital; University of Toronto; St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Adverse effect; Endoscopy; Training (meteorology); Medicine; Psychology; Internal medicine; Geography","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":[0.002763087,0.0001575856,0.000314945,0.0008606891,0.0002204693,0.0006570146,0.0002920567,0.0003598275,0.001635756],"category_scores_gemma":[0.01666596,0.000163439,0.0006744791,0.0008888079,0.0003045398,0.0004946275,0.0005567778,0.000589302,0.0001338004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004140415,"about_ca_system_score_gemma":0.0005126103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506572,"about_ca_topic_score_gemma":0.001456476,"domain_scores_codex":[0.9972718,0.001038253,0.0004504074,0.0003317496,0.0005710654,0.0003365461],"domain_scores_gemma":[0.9652991,0.00985761,0.02020875,0.000656505,0.001969269,0.002008797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117854,0.0000178665,0.9966589,0.00005421593,0.00005225184,0.00008244636,0.00003348767,0.00004791013,0.0001026963,0.000008555135,0.00007269423,0.002757102],"study_design_scores_gemma":[0.000003055145,0.00009319498,0.9989433,0.00004314961,0.00003258206,0.00035551,0.00007512582,0.0001551909,0.00009768901,0.00001792511,0.0001802622,0.000002969728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959179,0.002454537,0.0004354555,0.0002347198,0.00002432107,0.00001599599,0.0002170907,0.000008061853,0.0006919918],"genre_scores_gemma":[0.9990808,0.0004333803,0.0002086572,0.00005254592,0.00003641023,0.000008495821,0.0001127772,0.000001995155,0.00006488505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763087,"threshold_uncertainty_score":0.01461279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338003960517289,"score_gpt":0.2916541235769933,"score_spread":0.2682740839718205,"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."}}