{"id":"W2789324306","doi":"10.1093/jcag/gwy009.045","title":"A45 REAL LIFE MANAGEMENT OF PATIENTS PRESENTING WITH UPPER GI BLEEDING IN A TERTIARY CARE EMERGENCY DEPARTMENT - ARE WE DELIVERING THE STANDARD OF CARE?","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Health; University of Alberta","funders":"","keywords":"Medicine; Emergency department; Melena; Retrospective cohort study; Emergency medicine; Vomiting; Blood transfusion; Upper gastrointestinal bleeding; Pediatrics; Endoscopy; 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":[0.001720162,0.00009893512,0.0002581634,0.0008885941,0.0005584805,0.001627726,0.0006410794,0.0006020599,0.001830266],"category_scores_gemma":[0.01241874,0.0001701738,0.0003472137,0.001802436,0.0004035181,0.001415801,0.0006122377,0.000487259,0.0002010486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909662,"about_ca_system_score_gemma":0.003093232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523564,"about_ca_topic_score_gemma":0.03641659,"domain_scores_codex":[0.9981301,0.000624433,0.0003569488,0.0002043468,0.0004386782,0.0002454736],"domain_scores_gemma":[0.9909123,0.001320464,0.005021828,0.0002203754,0.001391052,0.001133999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421501,0.00009171347,0.9750894,0.0003144125,0.0000543462,0.0005740618,0.0005802906,0.0000773862,0.0001838244,0.0001597699,0.001905249,0.02082744],"study_design_scores_gemma":[0.00002037254,0.0002868719,0.9912584,0.0003843168,0.00005146348,0.001091473,0.004143335,0.0002414764,0.00006592588,0.00007532972,0.002369246,0.00001178611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788685,0.007896549,0.0002956048,0.009270343,0.0001890188,0.00009431945,0.0008923061,0.0000152076,0.002478047],"genre_scores_gemma":[0.9943584,0.003393424,0.000540922,0.001040519,0.0001551301,0.00002924158,0.0003393152,0.000003932181,0.0001391662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523564,"threshold_uncertainty_score":0.03029388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404587034439497,"score_gpt":0.2382396866337832,"score_spread":0.2308350995993437,"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."}}