{"id":"W55997964","doi":"10.1016/s1701-2163(16)30152-9","title":"Surgical Management of Severe Obstetric Hemorrhage: Experience with an Obstetric Hemorrhage Equipment Tray","year":2004,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Uterine atony; Placenta previa; Tamponade; Balloon tamponade; Hysterectomy; Surgery; Uterotonic; Caesarean section; Fibrous joint; Uterine rupture; Obstetrics; Pregnancy; Uterus; Placenta; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001124563,0.001319645,0.0004361756,0.001151181,0.00469899,0.001353572,0.0012936,0.00235329,0.004196376],"category_scores_gemma":[0.00426454,0.0006089348,0.001328763,0.0009891745,0.001153425,0.001001198,0.001634339,0.003145671,0.0008126941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397205,"about_ca_system_score_gemma":0.001847801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764071,"about_ca_topic_score_gemma":0.0166504,"domain_scores_codex":[0.9991134,0.000225803,0.00008782316,0.00009039777,0.0001175361,0.0003651305],"domain_scores_gemma":[0.9975642,0.0003604633,0.0002288636,0.000108996,0.0001761847,0.001561163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001966041,0.01615799,0.399523,0.0004925418,0.0004852896,0.2786033,0.01981405,0.005637075,0.011279,0.002348705,0.01997713,0.2437159],"study_design_scores_gemma":[0.0005291281,0.02754084,0.4592718,0.0003921485,0.0003498376,0.4240052,0.03027054,0.007465658,0.006722607,0.002548888,0.04036332,0.0005400191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881921,0.00107678,0.001335419,0.002270793,0.0002337745,0.00008246989,0.0001175577,0.00005063978,0.006640519],"genre_scores_gemma":[0.9873685,0.00230833,0.003589153,0.001345608,0.0004100476,0.00003959461,0.0002553892,0.00005826701,0.004625024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005764071,"threshold_uncertainty_score":0.01403826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498929234563203,"score_gpt":0.2544283626857409,"score_spread":0.2394390703401089,"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."}}