{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009778538,0.0002085728,0.0002407374,0.001002815,0.000322089,0.000895094,0.0002973937,0.0004491197,0.001388547],"category_scores_gemma":[0.003479849,0.0002392841,0.0004320783,0.001652304,0.0003411791,0.0009820958,0.0006643659,0.0005660758,0.0002097955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458188,"about_ca_system_score_gemma":0.0007826582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432337,"about_ca_topic_score_gemma":0.004261949,"domain_scores_codex":[0.9992374,0.0002184553,0.0001452813,0.00006763241,0.000150934,0.0001802631],"domain_scores_gemma":[0.9968916,0.0005724354,0.001687668,0.00007942424,0.000359576,0.0004094077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001522309,0.00004775214,0.9974065,0.00002454563,0.00001644639,0.00006027461,0.0004557846,0.0000130771,0.000111127,0.00003111113,0.00008152954,0.001736583],"study_design_scores_gemma":[0.000002102098,0.00008846657,0.9952677,0.0000624277,0.00002924134,0.0003893657,0.003188662,0.0001286131,0.00007921294,0.0000199825,0.0007381283,0.000006006337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975656,0.0004744922,0.00009676466,0.0002247763,0.000005606345,0.00001392543,0.0001825503,0.000002431707,0.001433831],"genre_scores_gemma":[0.9990299,0.0004425975,0.0001196442,0.0001117801,0.000004485255,0.00001080657,0.0001294521,0.000002571331,0.0001487185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00432337,"threshold_uncertainty_score":0.00859642,"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."}}