{"id":"W2166536030","doi":"10.1186/1471-2393-12-7","title":"Amniotic fluid embolism incidence, risk factors and outcomes: a review and recommendations","year":2012,"lang":"en","type":"review","venue":"BMC Pregnancy and Childbirth","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Programme Grants for Applied Research; Centers for Disease Control and Prevention; National Health and Medical Research Council; Universiteit Leiden; National Institute of Child Health and Human Development; Leids Universitair Medisch Centrum; University of New South Wales; University of Oxford; National Institute for Health and Care Research; National Institutes of Health; McGill University","keywords":"Medicine; Incidence (geometry); Amniotic fluid embolism; Population; Reproductive medicine; Demography; Obstetrics; Pediatrics; Pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01845796,0.001632833,0.005628915,0.01223209,0.001000335,0.003225333,0.00474654,0.004480444,0.007117405],"category_scores_gemma":[0.07612864,0.001313662,0.00692913,0.008381416,0.001144225,0.004802188,0.002223549,0.003337954,0.00142866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352791,"about_ca_system_score_gemma":0.02459829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081987,"about_ca_topic_score_gemma":0.03031688,"domain_scores_codex":[0.9898789,0.002753076,0.004418791,0.0008116327,0.001793142,0.0003443171],"domain_scores_gemma":[0.939848,0.03345749,0.01041841,0.0008219006,0.01422433,0.001229852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002582173,0.0001034641,0.003809368,0.6362028,0.003994674,0.000247281,0.0005081549,0.000345223,0.000238393,0.001826766,0.05775286,0.2947129],"study_design_scores_gemma":[0.0001759605,0.00009238755,0.005130176,0.8470105,0.01084488,0.0003194178,0.0004834351,0.0001620877,0.0001345008,0.002380827,0.1331948,0.00007111561],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005231939,0.9787026,0.0004582523,0.01652607,0.001450275,0.0004900391,0.0009458565,0.0000283653,0.0008752687],"genre_scores_gemma":[0.00415983,0.9844267,0.003047253,0.005765922,0.0006154432,0.0009530399,0.0006353005,0.000009997949,0.0003865829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02081987,"threshold_uncertainty_score":0.0976162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955267787188864,"score_gpt":0.3536348080623536,"score_spread":0.294082130190465,"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."}}