{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009155404,0.0001821726,0.0004504909,0.0003203779,0.0003777963,0.00004181852,0.0002215236,0.00007898725,0.00001600905],"category_scores_gemma":[0.000558824,0.0001441067,0.0001857515,0.0001135639,0.0001893542,0.0001609089,0.00006377511,0.0002336906,8.124657e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475908,"about_ca_system_score_gemma":0.0001441007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005201461,"about_ca_topic_score_gemma":0.0003857217,"domain_scores_codex":[0.9980557,0.00009162944,0.0005120364,0.0004169064,0.0003026533,0.0006210508],"domain_scores_gemma":[0.9978164,0.0004445123,0.0003775074,0.000298927,0.0009757549,0.00008693491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01104598,0.001279488,0.982366,0.0004304399,0.0001721969,0.000001315759,0.0002428315,0.00001030192,0.003411902,0.00002933294,0.0001844333,0.0008257705],"study_design_scores_gemma":[0.009275585,0.01735982,0.9679483,0.0007762529,0.00036529,0.00001832939,0.00008479721,0.0006299656,0.003180015,0.0003046867,0.000009008997,0.00004792861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639698,0.00001536668,0.03076478,0.0008744935,0.0001127667,0.003961111,0.0002871182,0.000008213279,0.000006398574],"genre_scores_gemma":[0.9789778,0.00002019508,0.01751499,0.00003132733,0.0001153315,0.003056142,0.0002122988,0.00003247041,0.00003942853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608033,"threshold_uncertainty_score":0.5876499,"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."}}