{"id":"W2216993633","doi":"10.1111/tme.12266","title":"Modern‐day management of upper gastrointestinal haemorrhage","year":2015,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Etiology; Blood transfusion; Cirrhosis; Intensive care medicine; Upper gastrointestinal bleeding; Tranexamic acid; Fibrinogen; Blood loss; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046489,0.0005393408,0.0009588891,0.001393704,0.0002011368,0.0006740517,0.0006080237,0.0007364391,0.003165665],"category_scores_gemma":[0.0009186188,0.0001271128,0.0006623451,0.0009304428,0.0002445562,0.0006603124,0.000454762,0.001068387,0.000849414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038629,"about_ca_system_score_gemma":0.0007677319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008904524,"about_ca_topic_score_gemma":0.001638457,"domain_scores_codex":[0.9997641,0.00005818267,0.00004901776,0.0000292207,0.00008115081,0.00001825145],"domain_scores_gemma":[0.9997763,0.0001001891,0.00005462425,0.000006371351,0.00004791345,0.00001466822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008895195,0.00008259665,0.0002532952,0.05652642,0.0002684639,0.0002792661,0.00008617244,0.0002199385,0.0007724642,0.001444521,0.02515973,0.9148182],"study_design_scores_gemma":[0.00008215564,0.0002107222,0.003470751,0.03937829,0.0005899247,0.004617797,0.000170296,0.0001255838,0.0004793922,0.002562921,0.9482834,0.00002880468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001558398,0.9986939,0.00005804112,0.000241658,0.0001115826,0.000004548435,0.00001179663,0.000003651812,0.000719046],"genre_scores_gemma":[0.001098881,0.9982442,0.0001382628,0.0001843973,0.0001347649,0.000004226961,0.00002507526,6.411802e-7,0.0001695311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003165665,"threshold_uncertainty_score":0.0105902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08483911328052195,"score_gpt":0.360740688267113,"score_spread":0.2759015749865911,"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."}}