{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035785,0.000203465,0.0002717255,0.0008472804,0.0001322026,0.00010471,0.0001515002,0.000114294,0.0001102907],"category_scores_gemma":[0.0001578389,0.0002008838,0.0001845354,0.000732684,0.00004872628,0.0004187997,0.00005982802,0.0001506911,0.0000939743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076819,"about_ca_system_score_gemma":0.000086204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998395,"about_ca_topic_score_gemma":0.0001704044,"domain_scores_codex":[0.9983306,0.00005134624,0.0003516912,0.0004768061,0.0005445886,0.0002449594],"domain_scores_gemma":[0.9986979,0.0003685865,0.0001757873,0.0001522221,0.0004672851,0.0001382398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003919749,0.001172741,0.9247086,0.0007638069,0.02758786,0.0003281751,0.01101968,0.00713771,0.006785222,0.002573207,0.006944775,0.00705847],"study_design_scores_gemma":[0.01319914,0.0006538478,0.8491464,0.0001524438,0.005922931,0.0001009109,0.001943897,0.1238422,0.001853233,0.0001844064,0.002804939,0.0001956396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884865,0.00006104143,0.006052785,0.0003019226,0.0020072,0.0006717406,0.0002526649,0.0002099964,0.001956135],"genre_scores_gemma":[0.9926717,0.0002795707,0.0008917947,0.0001913732,0.0005891308,0.0001096565,0.002853154,0.00002468331,0.002388973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167044,"threshold_uncertainty_score":0.8191804,"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."}}