{"id":"W4205095335","doi":"10.2147/jbm.s273047","title":"DIC in Pregnancy – Pathophysiology, Clinical Characteristics, Diagnostic Scores, and Treatments","year":2022,"lang":"en","type":"article","venue":"Journal of Blood Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Disseminated intravascular coagulation; Amniotic fluid embolism; Pregnancy; Partial thromboplastin time; HELLP syndrome; Prothrombin time; Fibrinogen; Coagulopathy; Amniotic fluid","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":[0.00105849,0.0004566858,0.0005739997,0.002480355,0.0003101152,0.0009109987,0.0003647639,0.0003584705,0.0008161771],"category_scores_gemma":[0.002799697,0.0001531731,0.000465595,0.001707164,0.0004556311,0.000511687,0.0005128053,0.0007038282,0.0002621818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009672564,"about_ca_system_score_gemma":0.000901247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132735,"about_ca_topic_score_gemma":0.001365882,"domain_scores_codex":[0.9993083,0.0002067262,0.0001588608,0.00007777729,0.0001841493,0.00006408626],"domain_scores_gemma":[0.9995066,0.0001209121,0.0001436279,0.00001656582,0.000147662,0.00006468073],"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":[0.0008683445,0.0002632755,0.3337254,0.002406667,0.0002853049,0.004352408,0.0007332784,0.001734445,0.001891519,0.008523357,0.01685258,0.6283634],"study_design_scores_gemma":[0.0001257169,0.001216736,0.7497965,0.00615157,0.0007374104,0.07807542,0.001638296,0.004718948,0.001710804,0.01932405,0.136319,0.0001855969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1386449,0.821824,0.006380445,0.007649169,0.0007596407,0.0003527277,0.00147886,0.0001474974,0.02276287],"genre_scores_gemma":[0.6083341,0.3722669,0.01051864,0.001139043,0.002105572,0.0003619279,0.002123182,0.00002995108,0.003120622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002480355,"threshold_uncertainty_score":0.00701791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375244539850988,"score_gpt":0.3494953745325306,"score_spread":0.3157429291340207,"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."}}