{"id":"W2173579065","doi":"10.1155/2003/264595","title":"Management of Acute Nonvariceal Upper Gastrointestinal Hemorrhage: Comparison of an American and a Canadian Medical Centre","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Research Resources; Canadian Institutes of Health Research; National Institutes of Health; Crohn's and Colitis Foundation of Canada","keywords":"Medicine; Intensive care unit; Acute care; Emergency medicine; Intensive care medicine; Internal medicine; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001039668,0.0003322136,0.0004541802,0.001193971,0.001688565,0.001357212,0.0009376835,0.0006005659,0.001590513],"category_scores_gemma":[0.005204569,0.0002035962,0.0006138348,0.002725902,0.0005589321,0.000388728,0.000836913,0.000527404,0.0001146715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02070336,"about_ca_system_score_gemma":0.01635636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8887993,"about_ca_topic_score_gemma":0.9379483,"domain_scores_codex":[0.9984031,0.0001902933,0.0000916581,0.0001742224,0.0006971355,0.0004435809],"domain_scores_gemma":[0.9957489,0.000262205,0.001046124,0.00005455867,0.00142546,0.00146272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008463261,0.0002364352,0.9752314,0.0002184028,0.0002339199,0.0002527992,0.001141421,0.0005208477,0.0003895794,0.0003625631,0.002432617,0.01813368],"study_design_scores_gemma":[0.00008379116,0.0003242006,0.9958794,0.00008059709,0.00007573129,0.0001832385,0.001831403,0.0004109779,0.00006007372,0.0000242043,0.001029291,0.00001708157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944872,0.001312182,0.0001058848,0.0006698588,0.00003678013,0.00006196335,0.0005043587,0.00000805756,0.002813837],"genre_scores_gemma":[0.998138,0.0007497779,0.0001932458,0.0002114521,0.00002670043,0.00001917754,0.0004616359,0.000003011328,0.000197083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112007,"threshold_uncertainty_score":0.2237111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069268181948503,"score_gpt":0.263148324582887,"score_spread":0.252455642763402,"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."}}