{"id":"W2946010717","doi":"10.1055/s-0039-1681355","title":"EFFICACY OF ENDOSCOPIC TREATMENTS FOR ACUTE ESOPHAGEAL VARICEAL BLEEDING IN CIRRHOTICS: SYSTEMATIC REVIEW AND META-ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Endoscopy","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Ligation; Terlipressin; Endoscopy; Esophageal varices; Surgery; Internal medicine; Portal hypertension; Cirrhosis","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":[0.0001687015,0.0001426457,0.001586462,0.0001880104,0.00001625479,0.000007457625,0.00005150111,0.00003640611,0.0001557268],"category_scores_gemma":[0.000008951214,0.0001011676,0.0003940109,0.0002959621,0.0000128298,0.00007873766,0.000007549942,0.00004811278,0.00001373269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873605,"about_ca_system_score_gemma":0.00003093051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003421779,"about_ca_topic_score_gemma":0.000002584338,"domain_scores_codex":[0.9989834,0.00005628446,0.0004217416,0.0002269286,0.0001651716,0.0001464259],"domain_scores_gemma":[0.9992713,0.0002392488,0.0001508751,0.000225096,0.00004310888,0.0000703906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003042586,0.000376478,0.03857978,0.2596498,0.6988961,0.00005181062,0.0007206726,0.00001175317,0.0009508743,0.0004495252,0.000006418074,0.000002587341],"study_design_scores_gemma":[0.002974135,0.0002206255,0.01148286,0.001306728,0.9822214,0.000002386365,0.00002108245,0.0001044817,0.001583565,0.00002411045,1.17379e-7,0.00005855266],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101697,0.07881176,0.0007178872,0.0002954268,0.00007750103,0.009124788,0.0002881815,0.00004406318,0.000470673],"genre_scores_gemma":[0.99595,0.001765639,0.001355814,0.0002245783,0.000007691555,0.0001704565,0.0001235858,0.00001224708,0.0003900028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2833253,"threshold_uncertainty_score":0.4125493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270281657094294,"score_gpt":0.3310347767765209,"score_spread":0.3040066110670915,"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."}}