{"id":"W4226407494","doi":"","title":"DIC in Pregnancy – Pathophysiology, Clinical Characteristics, Diagnostic Scores, and Treatments","year":2022,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Disseminated intravascular coagulation; Amniotic fluid embolism; Pregnancy; Partial thromboplastin time; Placental abruption; Obstetrics; Prothrombin time; Fibrinogen; HELLP syndrome; Platelet; Intensive care medicine; Internal medicine; Surgery; Eclampsia; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006870727,0.0007046651,0.003538366,0.0001708055,0.0001419655,0.00003178737,0.0003003226,0.0008799642,0.001289967],"category_scores_gemma":[0.002561782,0.0004861754,0.0004144376,0.0001845244,0.0005514083,0.00006675111,0.0005319977,0.002021691,0.00006022734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009092324,"about_ca_system_score_gemma":0.00002153724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005558597,"about_ca_topic_score_gemma":0.0001052948,"domain_scores_codex":[0.994969,0.0006991415,0.001790442,0.001146239,0.0007249119,0.000670318],"domain_scores_gemma":[0.9955349,0.002300927,0.0004398066,0.0006257412,0.00003609595,0.001062543],"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":[0.0001369298,0.0006103743,0.009060091,0.02837833,0.0001678626,0.001029823,0.00009306441,2.651707e-9,1.167906e-7,0.0000567901,0.00002415508,0.9604425],"study_design_scores_gemma":[0.00377694,0.0009738841,0.02434404,0.006040393,0.001637666,0.0004715079,0.00001092629,0.0002365361,3.325843e-8,0.0004336628,0.961291,0.0007833949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006510429,0.9949527,0.0003764904,0.00009309808,0.001240514,0.001789522,0.0006401042,0.00005551283,0.0002009957],"genre_scores_gemma":[0.006959679,0.9887382,0.00005997109,0.0005923991,0.0007986255,0.0007615993,0.001930302,0.00008668422,0.00007254065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9612669,"threshold_uncertainty_score":0.999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134479526934208,"score_gpt":0.4039850272950789,"score_spread":0.2905370746016581,"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."}}