{"id":"W4323351189","doi":"10.1093/jcag/gwac036.243","title":"A243 THROMBOELASTOGRAPHY-GUIDED COAGULOPATHY CORRECTION IN CIRRHOTIC PATIENTS DECREASES BLOOD PRODUCT TRANSFUSION: A SYSTEMATIC REVIEW AND ANALYSIS","year":2023,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Thromboelastography; Medicine; Fresh frozen plasma; Blood product; Coagulopathy; Randomized controlled trial; Blood transfusion; Platelet transfusion; Coagulation testing; Cochrane Library; Adverse effect; Internal medicine; Anesthesia; Surgery; Platelet","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":[0.005302969,0.001678757,0.01300193,0.00696136,0.000634289,0.002320991,0.001825663,0.001774074,0.007017521],"category_scores_gemma":[0.01903049,0.001035415,0.01498398,0.007930532,0.0006440418,0.001357043,0.001041972,0.001119026,0.000485028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655701,"about_ca_system_score_gemma":0.006275353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007903256,"about_ca_topic_score_gemma":0.01865052,"domain_scores_codex":[0.9950833,0.001595509,0.001934019,0.0004321152,0.0007741424,0.00018093],"domain_scores_gemma":[0.9885173,0.006943608,0.002863743,0.0001902475,0.001270019,0.0002151162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005919788,0.00002541258,0.0009379403,0.9286546,0.05491004,0.00008303892,0.00005384479,0.0001064642,0.0001583308,0.00006492642,0.0007518837,0.01366161],"study_design_scores_gemma":[0.001316123,0.000468085,0.006850045,0.3675482,0.6144993,0.0003291733,0.0001173703,0.0001982818,0.0002697512,0.0002189758,0.008132969,0.00005177697],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002277227,0.9960969,0.0001834583,0.0001714898,0.00008775069,0.0003811789,0.0005229958,0.00001490646,0.0002641077],"genre_scores_gemma":[0.04482881,0.9518999,0.0009588731,0.0006354916,0.0001178488,0.0008541547,0.0004663882,0.00001215199,0.0002264276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01300193,"threshold_uncertainty_score":0.02804512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213513296274747,"score_gpt":0.2859772329599938,"score_spread":0.2638420999972463,"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."}}