{"id":"W4393118095","doi":"10.1111/aogs.14828","title":"Management and outcomes of women with low fibrinogen concentration during pregnancy or immediately postpartum: A UK national population‐based cohort study","year":2024,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; Department of Health and Social Care; CSL Behring","keywords":"Medicine; Uterine atony; Amniotic fluid embolism; Obstetrics; Placental abruption; Hypofibrinogenemia; Fibrinogen; Placenta previa; Pregnancy; Placenta accreta; Population; Gynecology; Tranexamic acid; Afibrinogenemia; Hysterectomy; Surgery; Placenta; Gestation; Internal medicine; Fetus","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":[0.0008184602,0.0004159216,0.0005903614,0.0008627105,0.000532551,0.0008438769,0.0006268417,0.0007697238,0.00112795],"category_scores_gemma":[0.003109019,0.0006399162,0.0007065473,0.001846697,0.0004196059,0.000746227,0.0008537744,0.0006418105,0.0002571964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617206,"about_ca_system_score_gemma":0.000602281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02690822,"about_ca_topic_score_gemma":0.0201343,"domain_scores_codex":[0.9990308,0.0002644555,0.0001477084,0.0002608612,0.0001364503,0.0001597697],"domain_scores_gemma":[0.9983784,0.0002271534,0.000756447,0.0001943169,0.0001879383,0.0002557762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008935438,0.00002068859,0.9988349,0.00001286839,0.00005907372,0.0001514933,0.000154605,0.00001927971,0.0000833336,0.00001049656,0.0001327553,0.0004312518],"study_design_scores_gemma":[0.00001110045,0.00007822886,0.9991294,0.00001858426,0.00002959919,0.0003131811,0.0002115015,0.00007038566,0.000009837089,0.000009833638,0.0001128907,0.000005542182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982992,0.0004006793,0.00005983431,0.0000705967,0.000007156391,0.00002448458,0.0008835557,0.000002361954,0.0002521698],"genre_scores_gemma":[0.9985211,0.0003259917,0.00007710594,0.00005593017,0.000007548392,0.00003935776,0.0008475425,0.000001990941,0.0001234855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690822,"threshold_uncertainty_score":0.05350322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167641184857645,"score_gpt":0.2890675677412567,"score_spread":0.2723034492554922,"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."}}