{"id":"W2007573391","doi":"10.4103/1319-3767.118116","title":"State-of-the-art management of acute bleeding peptic ulcer disease","year":2013,"lang":"en","type":"review","venue":"Saudi Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Center for Diagnosis and Research on Alzheimer's Disease; McGill University Health Centre","funders":"","keywords":"Medicine; Peptic ulcer; Intensive care medicine; Disease; Upper gastrointestinal bleeding; Disease management; Surgery; Internal medicine; Endoscopy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003328711,0.00043156,0.002481352,0.0003487622,0.00003482207,0.00001085824,0.0004026268,0.00006690383,0.0001368225],"category_scores_gemma":[0.00003485152,0.0002537989,0.001489169,0.0001699913,0.0002132906,0.00006545042,0.00022597,0.0005208575,0.0000255854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850401,"about_ca_system_score_gemma":0.000131835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002119959,"about_ca_topic_score_gemma":6.352071e-7,"domain_scores_codex":[0.9969891,0.0001529594,0.001648223,0.0002525302,0.0005052525,0.0004519495],"domain_scores_gemma":[0.9962217,0.0000872419,0.00260657,0.0004064319,0.000354862,0.0003232257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004661899,0.006025218,0.2461356,0.1316247,0.05385847,0.005835422,0.0001423054,0.00005003765,0.00005455921,0.0001425232,0.04017334,0.5112959],"study_design_scores_gemma":[0.01329079,0.0317666,0.1020731,0.3955861,0.1546717,0.02079093,0.00009987278,0.000019583,0.00003435207,0.0003784575,0.2806278,0.0006607046],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02844403,0.967486,0.000231305,0.0009630196,0.001102354,0.001496896,0.00009300841,0.00001099965,0.000172421],"genre_scores_gemma":[0.006237551,0.9900108,0.00300685,0.00007710429,0.000127625,0.0000374904,0.00001449451,0.00005540542,0.0004327038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5106353,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832793896975825,"score_gpt":0.3087735866456512,"score_spread":0.280445647675893,"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."}}