{"id":"W4293242384","doi":"10.1016/j.bpa.2022.08.002","title":"Point-of-care coagulation testing for postpartum haemorrhage","year":2022,"lang":"en","type":"review","venue":"Best practice & research. Clinical anaesthesiology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Tranexamic acid; Postpartum haemorrhage; Fresh frozen plasma; Coagulation testing; Thromboelastometry; Fibrinogen; postpartum bleeding; Intensive care medicine; Thrombelastography; Coagulation; Blood loss; Platelet; Anesthesia; Obstetrics; Surgery; Pregnancy; Internal medicine","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":[0.001267497,0.0009257768,0.002252202,0.003435744,0.0002396227,0.001036668,0.001683292,0.001308133,0.006041695],"category_scores_gemma":[0.004159243,0.000345447,0.001667554,0.002637655,0.0004885484,0.0009394796,0.0007242372,0.001653068,0.00167295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800272,"about_ca_system_score_gemma":0.001440668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004924,"about_ca_topic_score_gemma":0.003080803,"domain_scores_codex":[0.9993985,0.0001397061,0.0001260417,0.00009014201,0.0002087041,0.00003691319],"domain_scores_gemma":[0.9977653,0.001494985,0.0002989172,0.00003653767,0.0003395803,0.00006465161],"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":[0.0001298484,0.00004281626,0.0002183257,0.0607825,0.000359902,0.0001163815,0.00002877164,0.0001307254,0.0002603046,0.0006832753,0.0245137,0.9127336],"study_design_scores_gemma":[0.0003837019,0.0004296201,0.007860423,0.1957262,0.005758494,0.004599771,0.0001777752,0.0004041014,0.0005639016,0.003634129,0.7803569,0.0001049274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004159743,0.999466,0.0000388171,0.0001272755,0.00009238357,0.000005235463,0.00001599525,0.000003546013,0.0002091107],"genre_scores_gemma":[0.0005115435,0.9990883,0.00009102294,0.0001192414,0.00007845127,0.000007676637,0.00002748989,8.256461e-7,0.00007552452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006041695,"threshold_uncertainty_score":0.02021152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.459964012688433,"score_gpt":0.5590140171846716,"score_spread":0.09905000449623863,"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."}}