{"id":"W319574493","doi":"10.1155/2014/252307","title":"Adherence to Guidelines: A National Audit of the Management of Acute upper Gastrointestinal Bleeding. The REASON Registry","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Endoscopy; Proton-pump inhibitor; Internal medicine; Cohort; Hemostasis; Cohort study; Surgery","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":[0.006047912,0.0002736752,0.0004009819,0.002737908,0.0007933461,0.001124331,0.001207837,0.0004887645,0.00056654],"category_scores_gemma":[0.02243927,0.0003523941,0.0004016606,0.00663605,0.0003880973,0.000693028,0.001006011,0.0005816336,0.0001849494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009998299,"about_ca_system_score_gemma":0.03109748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7160962,"about_ca_topic_score_gemma":0.7962605,"domain_scores_codex":[0.9918013,0.001160869,0.001455412,0.00057414,0.004345691,0.0006624972],"domain_scores_gemma":[0.9648958,0.002899201,0.01203144,0.001908775,0.01505554,0.00320918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075842,0.00004268394,0.9821104,0.000138734,0.00004180785,0.00005370774,0.0002615042,0.00007285239,0.00009281086,0.00005415515,0.005923688,0.01109991],"study_design_scores_gemma":[0.00001446686,0.00002480533,0.9976473,0.00004105956,0.00001248487,0.00004079015,0.0001689398,0.0001839971,0.00004537309,0.000004899523,0.001810434,0.00000538685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305531,0.003293864,0.0008702819,0.003174603,0.00009816138,0.001277798,0.05476374,0.000214141,0.005754251],"genre_scores_gemma":[0.963107,0.001635456,0.002387258,0.0005548109,0.00004567213,0.0004106605,0.03098936,0.00003028935,0.0008394861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7160962,"threshold_uncertainty_score":0.5711516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781731779862467,"score_gpt":0.2849323437785936,"score_spread":0.2571150259799689,"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."}}