{"id":"W3016721320","doi":"10.1111/jth.14856","title":"COVID‐19 and acute coagulopathy in pregnancy","year":2020,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Coagulopathy; Partial thromboplastin time; Pregnancy; HELLP syndrome; Population; Disseminated intravascular coagulation; Prothrombin time; Intensive care medicine; Immunology; Platelet; Internal medicine; Preeclampsia","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":[],"consensus_categories":[],"category_scores_codex":[0.0002760244,0.0001236298,0.0004871141,0.000150266,0.00005312074,0.00003292618,0.00005113963,0.00006421133,0.0001039932],"category_scores_gemma":[0.0008359511,0.00009760312,0.00007805903,0.0002468723,0.00007337912,0.0002037018,0.00005036857,0.0002463989,0.00000192767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019719,"about_ca_system_score_gemma":0.0002498237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003614836,"about_ca_topic_score_gemma":0.000006385671,"domain_scores_codex":[0.9989556,0.0000469263,0.0004077058,0.0001964305,0.0002430263,0.0001503211],"domain_scores_gemma":[0.9988609,0.00006606241,0.0002413987,0.0001238401,0.00008491932,0.0006228587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002092311,0.0005885354,0.7776718,0.00175384,0.001053093,0.0008494299,0.0159092,0.00003428519,0.03555375,0.0001844753,0.02318622,0.1411231],"study_design_scores_gemma":[0.01446634,0.004585743,0.9256158,0.001355722,0.001745359,0.002366998,0.002489542,0.0003120547,0.008193671,0.0007745384,0.03760733,0.0004868743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655614,0.003527322,0.0002199646,0.1302641,0.00009219308,0.000214305,0.0000109924,0.00001312757,0.00009663122],"genre_scores_gemma":[0.9816143,0.009723393,0.001102037,0.00737383,0.0001517986,0.000001673788,0.000001524628,0.00001504219,0.00001641254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147944,"threshold_uncertainty_score":0.3980139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286683307948359,"score_gpt":0.3922832883010863,"score_spread":0.2636149575062504,"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."}}