{"id":"W2979794001","doi":"10.1097/aog.0000000000003513","title":"Extracorporeal Therapies for Amniotic Fluid Embolism","year":2019,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Amniotic fluid embolism; Extracorporeal membrane oxygenation; Extracorporeal; Pulmonary embolism; Disseminated intravascular coagulation; Hypoxemia; Polytrauma; Extracorporeal circulation; Surgery; Anesthesia; Pregnancy","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":[0.0002636224,0.0003470421,0.0002075013,0.0006469335,0.0004670922,0.0002517289,0.0002309262,0.000501105,0.002793429],"category_scores_gemma":[0.001878724,0.00005505225,0.0002838211,0.000269342,0.0004078965,0.0002413112,0.0003798214,0.0006970728,0.0006579386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187849,"about_ca_system_score_gemma":0.0003828079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001843098,"about_ca_topic_score_gemma":0.0002122635,"domain_scores_codex":[0.9998062,0.000064792,0.00002621321,0.00001538422,0.0000553057,0.00003209827],"domain_scores_gemma":[0.9993749,0.0002601924,0.0001962188,0.00005025258,0.00003488312,0.00008354765],"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":[0.000854639,0.0003656109,0.1161433,0.001652912,0.0002130526,0.2962422,0.0009211121,0.0007285158,0.01801751,0.003915561,0.0089276,0.5520179],"study_design_scores_gemma":[0.0001292319,0.001174071,0.04870312,0.001019875,0.0001624379,0.8549743,0.0003041815,0.0008949296,0.01439466,0.002956438,0.07526145,0.00002521184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6415507,0.2822712,0.01674166,0.00927983,0.001373532,0.000281579,0.0002747507,0.0003013572,0.04792527],"genre_scores_gemma":[0.9601434,0.03126407,0.004013754,0.001118111,0.0007338703,0.00005952427,0.0001754547,0.00001954072,0.002472331],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002793429,"threshold_uncertainty_score":0.009344935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832067417508316,"score_gpt":0.2765281214708544,"score_spread":0.2582074472957712,"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."}}