{"id":"W3034164305","doi":"10.1016/j.gie.2020.03.2165","title":"Su1319 EUS-GUIDED BILIARY DRAINAGE IN MALIGNANT DISTAL BILIARY OBSTRUCTION: AN INTERNATIONAL SURVEY TO IDENTIFY BARRIERS OF TECHNOLOGY IMPLEMENTATION","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal; University of Alberta; University of Ottawa; Université de Sherbrooke; McGill University; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Endoscopic ultrasound; Endoscopic retrograde cholangiopancreatography; Biliary drainage; Radiology; Endoscopy; Percutaneous; Stent; Descriptive statistics; Randomized controlled trial; General surgery; Internal medicine; Pancreatitis; Statistics","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":[0.0004354232,0.0002344612,0.0003721629,0.000442071,0.00004537126,0.00002469078,0.0002946306,0.0000540654,0.0005968769],"category_scores_gemma":[0.001431931,0.0002312758,0.00008776789,0.0008565273,0.0001595855,0.000238466,0.0001318147,0.0002532071,0.0000195898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130195,"about_ca_system_score_gemma":0.0002455771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008133538,"about_ca_topic_score_gemma":0.0005007001,"domain_scores_codex":[0.9978658,0.0001330136,0.0006752032,0.0005474245,0.0003904043,0.0003881445],"domain_scores_gemma":[0.9988757,0.00007517848,0.0001548627,0.000291349,0.0002519496,0.0003509641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006580293,0.00008340071,0.7169514,0.00004998197,0.00002236909,0.0001090166,0.0003216976,0.00004272812,0.2802351,0.0001221318,0.0004350945,0.0009690692],"study_design_scores_gemma":[0.003170884,0.001938553,0.971189,0.0001914243,0.00004444895,0.001161305,0.007160219,0.0003659506,0.01409837,0.0002993821,0.0001482666,0.0002321575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917074,0.00001568606,0.002721399,0.004109579,0.0002560012,0.0006387231,0.0001488825,0.0001014503,0.000300914],"genre_scores_gemma":[0.979845,0.000005167261,0.01915004,0.0003967535,0.00008584709,0.00003947347,0.0004268794,0.00003064049,0.00002013331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2661367,"threshold_uncertainty_score":0.9431152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307147047628594,"score_gpt":0.3452476181067268,"score_spread":0.3145329133438675,"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."}}