{"id":"W4379197162","doi":"10.1111/liv.15630","title":"<scp>EUS</scp>‐guided coil and glue injection versus endoscopic glue injection for gastric varices: International multicentre propensity‐matched analysis","year":2023,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; GLUE; Propensity score matching; Cyanoacrylate; Endoscopic ultrasound; Varices; Cohort; Varix; Surgery; Gastric varices; Gastroenterology; Internal medicine; Nuclear medicine","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":[0.0029854,0.0004472625,0.0007736441,0.0006397647,0.0002577043,0.0007468068,0.0005825562,0.0006495633,0.00245796],"category_scores_gemma":[0.00431478,0.0002699302,0.001641656,0.0008006659,0.0004346377,0.0004757296,0.000493773,0.0005718436,0.0002569631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302623,"about_ca_system_score_gemma":0.0002326156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004115699,"about_ca_topic_score_gemma":0.000285702,"domain_scores_codex":[0.9980233,0.0007926559,0.0002048101,0.0005310572,0.0002328458,0.0002154766],"domain_scores_gemma":[0.9966062,0.001100146,0.001363519,0.0004731423,0.0001228399,0.0003341456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07779547,0.0005319748,0.9037973,0.0001631522,0.005206678,0.0003695122,0.0001746896,0.0006515008,0.002362615,0.0002051663,0.0005517043,0.008190313],"study_design_scores_gemma":[0.002203559,0.01062384,0.9759269,0.00002901006,0.002909872,0.0008224552,0.0002447137,0.005290832,0.0006846349,0.0002317084,0.001000076,0.00003250547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988438,0.0003122096,0.0004470248,0.00002150055,0.00001487335,0.0000486352,0.0001206892,0.000003968144,0.000187268],"genre_scores_gemma":[0.9995058,0.00004125084,0.0001403942,0.00002239662,0.00002078682,0.00003552154,0.0001623481,0.000002946883,0.00006864151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0029854,"threshold_uncertainty_score":0.0157885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03976722018956703,"score_gpt":0.2981719333513649,"score_spread":0.2584047131617979,"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."}}