{"id":"W4294295804","doi":"10.1097/01.aoa.0000853456.20754.23","title":"Refractory Uterine Atony: Still a Problem After All These Years","year":2022,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Uterine atony; Medicine; Atony; Uterine Inertia; Gynecology; Uterine rupture; Refractory (planetary science); Obstetrics; Uterus; Pregnancy; Surgery; Hysterectomy; Internal medicine","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":[0.001702486,0.0005838989,0.00122788,0.001042235,0.001361921,0.00224817,0.0008431797,0.003626681,0.01553251],"category_scores_gemma":[0.007592816,0.0002005092,0.00060651,0.0009939446,0.001726747,0.003156158,0.001381746,0.005000329,0.01042296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009987777,"about_ca_system_score_gemma":0.001396295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002712963,"about_ca_topic_score_gemma":0.004331444,"domain_scores_codex":[0.9990724,0.0002237364,0.0001372073,0.0001310857,0.0003091643,0.0001262897],"domain_scores_gemma":[0.9948694,0.001884592,0.000797327,0.0002520501,0.0008729183,0.001323812],"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":[0.0001974547,0.00006283544,0.01462658,0.001408584,0.00008043792,0.02149687,0.0004426557,0.0001838274,0.001071056,0.006611821,0.3116956,0.6421223],"study_design_scores_gemma":[0.00005576865,0.0003474108,0.02510799,0.007811013,0.0001721544,0.221093,0.003096873,0.0005415951,0.000453244,0.01853134,0.7226499,0.0001397326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01342836,0.5878766,0.003858514,0.3449996,0.01288686,0.00003577569,0.0004142743,0.0005686778,0.0359314],"genre_scores_gemma":[0.1089267,0.6436256,0.008116589,0.1515107,0.05191988,0.00007548369,0.0008448852,0.0005235251,0.0344566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01553251,"threshold_uncertainty_score":0.05196148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831996397438825,"score_gpt":0.270708391089995,"score_spread":0.2523884271156068,"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."}}