{"id":"W3004988304","doi":"10.1097/mcc.0000000000000699","title":"Management of severe upper gastrointestinal bleeding in the ICU","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Resuscitation; Upper gastrointestinal bleeding; Coagulopathy; Psychological intervention; Intensive care medicine; Intervention (counseling); Intensive care unit; Endoscopy; Emergency medicine; Surgery; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002030516,0.0004284146,0.001309994,0.0002220971,0.00003364101,0.00003156102,0.0002755947,0.00007454168,0.00005743367],"category_scores_gemma":[0.00030689,0.0002844312,0.0004636805,0.0005423481,0.0001128495,0.00004042084,0.0001615389,0.0008682191,0.0000360346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241341,"about_ca_system_score_gemma":0.0001293433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000672697,"about_ca_topic_score_gemma":4.656598e-7,"domain_scores_codex":[0.9975177,0.0001328602,0.0008525132,0.0005430512,0.0005276099,0.0004262711],"domain_scores_gemma":[0.9987196,0.0005845651,0.0001110538,0.0003052997,0.0001269664,0.0001525037],"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":[0.00003028639,0.0007717567,0.01497884,0.2411385,0.00004145358,0.000417766,0.0002608798,8.491048e-7,2.892036e-8,0.008373501,0.0009732855,0.7330128],"study_design_scores_gemma":[0.0009495866,0.0008709927,0.003321548,0.4394946,0.0008757574,0.001328057,0.002427067,0.000008390023,1.178263e-7,0.00007706668,0.5503576,0.0002892043],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001736872,0.9963256,0.00002130447,0.0007176821,0.0007915975,0.00116088,0.00007864125,0.00002197043,0.0008649419],"genre_scores_gemma":[0.003748328,0.9935139,0.001655625,0.00001706376,0.0003834361,0.0003615423,0.0002779695,0.00003941977,0.00000266568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7327236,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2178645580351418,"score_gpt":0.4645865933986421,"score_spread":0.2467220353635002,"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."}}