{"id":"W2782259030","doi":"10.14740/gr909w","title":"Rockall Score Larger Than 7 as a Reliable Criterion for the Selection of Indications for Preventive Transarterial Embolization in a Subgroup of High-Risk Elderly Patients After Primary Endoscopic Hemostasis for Non-Variceal Upper Gastrointestinal Bleeding","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemostasis; Surgery; Upper gastrointestinal bleeding; Endoscopy; Embolization; Endoscopic treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662459,0.0004132243,0.000456981,0.0009013927,0.0002754269,0.0004679095,0.0002599484,0.0005772521,0.001319003],"category_scores_gemma":[0.002412108,0.0001541601,0.0004369887,0.0003525218,0.000282327,0.0003056574,0.0004320389,0.0004239414,0.0003404001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146292,"about_ca_system_score_gemma":0.0002536531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000543507,"about_ca_topic_score_gemma":0.0005144778,"domain_scores_codex":[0.9996797,0.00009156767,0.00004015044,0.00005708934,0.00006935125,0.00006220472],"domain_scores_gemma":[0.9986573,0.0002663807,0.0005871763,0.00007302006,0.0001063055,0.0003097789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316185,0.0000232184,0.9982384,0.000004881605,0.00002268329,0.0001931942,0.0000178699,0.00002749491,0.0002728718,0.00001133318,0.0000635429,0.0008083028],"study_design_scores_gemma":[0.00002578,0.0003050329,0.9975092,0.000006862291,0.00005729387,0.001185993,0.0001193926,0.0005214033,0.00009738045,0.00003983491,0.0001263031,0.000005454325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999379,0.000163503,0.00007924117,0.00003116876,0.00001073776,0.000007312577,0.00003781594,0.000002286257,0.0002888309],"genre_scores_gemma":[0.9996859,0.00004153415,0.00008659194,0.00001079113,0.00002556215,0.000005851166,0.00009672935,0.000001020018,0.00004609568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319003,"threshold_uncertainty_score":0.004412472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826271105675818,"score_gpt":0.3311164046708544,"score_spread":0.3028536936140962,"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."}}