{"id":"W4389075323","doi":"10.1097/01.aoa.0000990340.44247.58","title":"Echocardiography Findings in Amniotic Fluid Embolism: A Systematic Review of the Literature","year":2023,"lang":"en","type":"review","venue":"Obstetric Anesthesia Digest","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Amniotic fluid embolism; Medicine; Complication; Embolism; Amniotic fluid; Pathophysiology; Obstetrics; Intensive care medicine; Cardiology; Internal medicine; Pregnancy; Fetus","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":[0.002019634,0.0009618775,0.003558887,0.008782969,0.0004100515,0.001264616,0.001029293,0.001078986,0.004184761],"category_scores_gemma":[0.01282564,0.0005955067,0.003271076,0.008946918,0.0004767001,0.001357761,0.0008561214,0.0006743605,0.0003707904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007805,"about_ca_system_score_gemma":0.003459177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004599822,"about_ca_topic_score_gemma":0.01300898,"domain_scores_codex":[0.9982688,0.0003249109,0.0008271989,0.0001551013,0.0003619616,0.00006192589],"domain_scores_gemma":[0.9891347,0.007861769,0.001885819,0.0001219171,0.0008816198,0.0001141248],"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":[0.0002372748,0.000026893,0.003336315,0.8532215,0.004368547,0.0004230992,0.0001959315,0.000108011,0.000291772,0.0002153274,0.004887378,0.132688],"study_design_scores_gemma":[0.0002370063,0.0002454304,0.02410205,0.8735524,0.05144226,0.003858111,0.0004788082,0.0001131434,0.0002596012,0.0003770668,0.04526005,0.0000740707],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004522217,0.9991872,0.00002002191,0.00007458734,0.00003422894,0.00001861468,0.0001241371,0.000001635498,0.00008739824],"genre_scores_gemma":[0.004007061,0.9955781,0.00008537047,0.0001289117,0.00004258145,0.00003195847,0.0000925807,0.00000115743,0.00003229017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008782969,"threshold_uncertainty_score":0.0139994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917728604674995,"score_gpt":0.308676780521023,"score_spread":0.2794994944742731,"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."}}