{"id":"W2728710647","doi":"10.1002/ijgo.12251","title":"Shock progression and survival after use of a condom uterine balloon tamponade package in women with uncontrolled postpartum hemorrhage","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Izumi Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Uterine atony; Tamponade; Shock (circulatory); Obstetrics; Surgery; Gynecology; Hysterectomy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003300137,0.0001075626,0.0001563684,0.0004011891,0.0002620651,0.0003390843,0.0001649141,0.0002144935,0.0009628499],"category_scores_gemma":[0.003131663,0.000110982,0.000221827,0.0003853855,0.0002323222,0.000343651,0.0003280162,0.0003656822,0.00009659312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333816,"about_ca_system_score_gemma":0.0002235254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847086,"about_ca_topic_score_gemma":0.001972665,"domain_scores_codex":[0.9998042,0.00005571284,0.00002152135,0.00002996213,0.00004141913,0.00004708448],"domain_scores_gemma":[0.9986524,0.0002567238,0.0008224492,0.00004885285,0.00006863701,0.0001508721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463741,0.00002373994,0.9984276,0.000004531836,0.00001126836,0.0001256663,0.00007718781,0.00002560286,0.0000682381,0.000005884301,0.00002265691,0.001061244],"study_design_scores_gemma":[0.000006784122,0.000337258,0.9986544,0.000009406424,0.00001348178,0.0004292736,0.0003107194,0.0001108404,0.00005036022,0.00001354091,0.00006120927,0.000002738914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997572,0.00006852742,0.00001355833,0.00001494457,0.000001683524,0.000002820047,0.00004488823,5.47266e-7,0.00009586132],"genre_scores_gemma":[0.9998356,0.00004497166,0.00001556585,0.000005337256,0.000003045238,0.000002598039,0.00006008239,2.736146e-7,0.00003244691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001847086,"threshold_uncertainty_score":0.003672659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842610018499861,"score_gpt":0.3119123445507247,"score_spread":0.2934862443657261,"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."}}