{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006473464,0.0003953942,0.0004543159,0.001317424,0.0003936491,0.0008084221,0.0002438008,0.0003385407,0.001659456],"category_scores_gemma":[0.003532006,0.0001414107,0.0002746712,0.001431651,0.0003297155,0.0004483643,0.0005466088,0.0007040301,0.0003160639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005860134,"about_ca_system_score_gemma":0.0005798184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120489,"about_ca_topic_score_gemma":0.001101398,"domain_scores_codex":[0.9996148,0.0001064612,0.00006094238,0.00007348811,0.00009366916,0.00005063356],"domain_scores_gemma":[0.9990273,0.0002648796,0.0004021973,0.00003657425,0.0001307204,0.0001384028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005569589,0.0001018427,0.9189119,0.0001946399,0.0001172121,0.0006919033,0.0001316364,0.0002191781,0.0003807937,0.001039525,0.002082694,0.07557163],"study_design_scores_gemma":[0.00005350579,0.0001725496,0.9806409,0.0002795771,0.00009511569,0.008239133,0.0002787517,0.001193505,0.0002627967,0.002626823,0.006126579,0.00003074578],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9057549,0.06361321,0.004557584,0.003201216,0.0003422764,0.0002535005,0.0023346,0.00005345813,0.01988924],"genre_scores_gemma":[0.9814253,0.01059005,0.003981063,0.0002318382,0.0003856418,0.0001248964,0.001545988,0.000009658626,0.001705585],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001659456,"threshold_uncertainty_score":0.005551398,"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."}}