{"id":"W2986397216","doi":"10.1371/journal.pmed.1002976","title":"Amniotic fluid embolism: A puzzling and dangerous obstetric problem","year":2019,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Amniotic fluid embolism; Medicine; Perspective (graphical); Amniotic fluid; Intensive care medicine; Obstetrics; Pregnancy; Computer science; Biology","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":[0.002827791,0.0008549247,0.001192043,0.001075293,0.004078109,0.003575927,0.001330354,0.05002002,0.004683298],"category_scores_gemma":[0.03313127,0.0008404243,0.0009818812,0.0009617763,0.003255148,0.005743294,0.001794607,0.03896619,0.00409305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970598,"about_ca_system_score_gemma":0.003053749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838301,"about_ca_topic_score_gemma":0.005871489,"domain_scores_codex":[0.9974437,0.001042258,0.0003631882,0.00030113,0.0005253211,0.0003244817],"domain_scores_gemma":[0.9893681,0.006923448,0.0006791599,0.0002983919,0.00137493,0.001355935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006011605,0.00003425872,0.001748874,0.0001234257,0.00002074592,0.02259388,0.000434703,0.0001206611,0.0002425866,0.004763059,0.9572026,0.01265496],"study_design_scores_gemma":[0.0001967987,0.0001687895,0.002871519,0.001460407,0.00005534249,0.07097725,0.002770184,0.0009703028,0.0004405456,0.03450939,0.8853548,0.0002247244],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003110828,0.002130647,0.00006097437,0.9843747,0.01217591,0.000003584825,0.00001468258,0.00001137776,0.0009170603],"genre_scores_gemma":[0.006837392,0.00416712,0.0002547069,0.9127598,0.07339051,0.00001456592,0.00002224535,0.00002498713,0.002528652],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05002002,"threshold_uncertainty_score":0.02155328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079358313423211,"score_gpt":0.2730178013143907,"score_spread":0.2322242181801586,"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."}}