{"id":"W2329251408","doi":"10.1111/anae.13448","title":"Platelet count and transfusion requirements during moderate or severe postpartum haemorrhage","year":2016,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Postpartum haemorrhage; Platelet; Platelet transfusion; Intensive care medicine; Blood transfusion; Obstetrics; Pregnancy; Emergency medicine; Surgery; 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":[0.0007861385,0.0002113698,0.0006219913,0.0008585929,0.0002145593,0.0006963133,0.0003556089,0.000448772,0.0009414715],"category_scores_gemma":[0.007372689,0.0002328846,0.0003821374,0.001320985,0.0002506753,0.0003806625,0.0002886273,0.0005672703,0.0001982677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723124,"about_ca_system_score_gemma":0.0002124186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009829927,"about_ca_topic_score_gemma":0.0008019942,"domain_scores_codex":[0.9988398,0.000300227,0.0002879706,0.0001588927,0.0002879064,0.0001252535],"domain_scores_gemma":[0.9961945,0.001155777,0.002012384,0.0001700045,0.0001932678,0.0002741328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005016769,0.00001074029,0.9954868,0.00005248337,0.00007132968,0.0007261639,0.00008687178,0.00004045997,0.0002350868,0.00001980578,0.0001523517,0.002616109],"study_design_scores_gemma":[0.00001333533,0.0001821636,0.9957847,0.00002254984,0.00004333048,0.003483782,0.00008626109,0.0001067542,0.00006019808,0.00002148458,0.0001906532,0.000004747741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965785,0.0023441,0.000104983,0.00004243086,0.00001201261,0.00001125238,0.000474178,0.000006892758,0.0004257181],"genre_scores_gemma":[0.9989691,0.0004725009,0.00006367181,0.00002258776,0.00001801021,0.000009282965,0.0003891594,0.000003123497,0.00005252301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009829927,"threshold_uncertainty_score":0.004157543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283786898256314,"score_gpt":0.2725306073785043,"score_spread":0.2441519175528729,"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."}}