{"id":"W2973213320","doi":"10.15403/jgld-215","title":"Endoscopic Ultrasound Guided Gallbladder Interventions: a Review of the Current Literature","year":2019,"lang":"en","type":"review","venue":"Journal of Gastrointestinal and Liver Diseases","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Endoscopic ultrasound; Gallbladder; Endoscopic retrograde cholangiopancreatography; Radiology; Acute cholecystitis; Decompression; Biliary drainage; Cystic duct; General surgery; Surgery; Pancreatitis","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":[0.0002355406,0.0003856761,0.001890638,0.0001951892,0.00004332849,0.00003930362,0.0003063575,0.0000442855,0.0002243691],"category_scores_gemma":[0.001214048,0.0001969379,0.002168932,0.0003630666,0.0001613433,0.0001126303,0.0001014642,0.0007775918,0.000005703289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004988681,"about_ca_system_score_gemma":0.0007718705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001991901,"about_ca_topic_score_gemma":4.949109e-7,"domain_scores_codex":[0.9974878,0.0002535281,0.001333426,0.00022418,0.0004885385,0.000212498],"domain_scores_gemma":[0.9970416,0.0002656525,0.00148974,0.0003401024,0.0006435493,0.0002193927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003591071,0.0006335183,0.003380827,0.7070115,0.0003753091,0.00009468693,0.00002118595,7.316169e-8,0.000001594751,0.00002456765,0.03103829,0.2573825],"study_design_scores_gemma":[0.0004333679,0.0005253531,0.003404089,0.7369078,0.008414006,0.01067308,0.00001325196,2.415583e-7,1.875304e-7,0.00002178901,0.2395048,0.0001019616],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005259967,0.9984161,0.0000176528,0.0001301116,0.0002817572,0.0008512234,0.0001586234,0.00000620647,0.00008570008],"genre_scores_gemma":[0.00007563548,0.9989519,0.0002412173,0.0001356069,0.0002769478,0.00001083507,0.00005009707,0.0000260058,0.000231731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2572805,"threshold_uncertainty_score":0.8030896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05216317175513894,"score_gpt":0.3521041410070258,"score_spread":0.2999409692518868,"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."}}