{"id":"W1998803404","doi":"10.1111/j.1572-0241.2004.30272.x","title":"The Canadian Registry on Nonvariceal Upper Gastrointestinal Bleeding and Endoscopy (RUGBE): Endoscopic Hemostasis and Proton Pump Inhibition are Associated with Improved Outcomes in a Real-Life Setting","year":2004,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":374,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Hemostasis; Endoscopy; Proton-pump inhibitor; Gastrointestinal bleeding; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267456,0.0004352931,0.0005579652,0.001168098,0.000795432,0.0008133034,0.001028488,0.0005297688,0.001601509],"category_scores_gemma":[0.004656511,0.0002321614,0.0005379259,0.003398366,0.0003708641,0.0003217732,0.0006643485,0.0005091929,0.0002487672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004861866,"about_ca_system_score_gemma":0.009684077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8227468,"about_ca_topic_score_gemma":0.8924103,"domain_scores_codex":[0.9987525,0.0001718552,0.00008971441,0.0002048476,0.0005291687,0.0002518259],"domain_scores_gemma":[0.9958235,0.0003426077,0.001748059,0.0001986332,0.001189891,0.0006973734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001842648,0.00001703057,0.9942948,0.0000492481,0.0000843262,0.00005438904,0.00004354295,0.00007065938,0.00007326905,0.00005132448,0.002646622,0.002430562],"study_design_scores_gemma":[0.00003252188,0.00002005023,0.998555,0.00001594255,0.00003761682,0.00009950897,0.00004247611,0.0002291042,0.00003313761,0.000007999009,0.0009208418,0.000005696519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699655,0.001248953,0.0003194507,0.0005878322,0.00002723106,0.00009501437,0.02587486,0.00004112838,0.001839936],"genre_scores_gemma":[0.9775314,0.0006472901,0.0007413984,0.0001747721,0.00003096169,0.00008939535,0.0203822,0.000008693509,0.0003937062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8227468,"threshold_uncertainty_score":0.3565942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184195058373493,"score_gpt":0.2558777604621771,"score_spread":0.2440358098784421,"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."}}