{"id":"W2945575034","doi":"10.1055/a-0836-2514","title":"Endoscopic ultrasound-guided biliary drainage in high grade biliary hilar obstruction","year":2019,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Biliary drainage; Endoscopic ultrasound; Drainage; Ultrasound; Endoscopy; Radiology","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":[0.0001952855,0.0005864182,0.0003728845,0.001448736,0.0003746018,0.0005330114,0.0003243687,0.001569742,0.001875222],"category_scores_gemma":[0.0007265572,0.0001837057,0.0003818985,0.0007075449,0.0007856315,0.0007829772,0.0005831406,0.001170847,0.0009264144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225288,"about_ca_system_score_gemma":0.0002773471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949737,"about_ca_topic_score_gemma":0.000843663,"domain_scores_codex":[0.9998782,0.00002817124,0.00001741967,0.00001345662,0.0000257719,0.00003706096],"domain_scores_gemma":[0.9998431,0.0000417746,0.00002485388,0.00001425852,0.000007457372,0.00006845976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.000660377,0.0001580279,0.0247298,0.0003649491,0.00003866916,0.8256481,0.0001545276,0.0005148706,0.01713017,0.001208375,0.008601456,0.1207906],"study_design_scores_gemma":[0.00007678003,0.0003970588,0.0193254,0.0002117778,0.00004786779,0.9526442,0.0001280823,0.001425995,0.009890865,0.001412413,0.01441216,0.00002736131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8193887,0.06962752,0.0333327,0.01690551,0.001654105,0.0002308369,0.0003101962,0.001307367,0.05724297],"genre_scores_gemma":[0.9658307,0.01302414,0.01238616,0.002831728,0.002195131,0.00003504628,0.0001558363,0.00007615106,0.003464966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875222,"threshold_uncertainty_score":0.00627327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244426888789185,"score_gpt":0.2621659481247358,"score_spread":0.2497216792368439,"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."}}