{"id":"W4210353350","doi":"10.1002/ijgo.14121","title":"Outcomes in emergency versus electively scheduled cases of placenta accreta spectrum disorder managed by cesarean‐hysterectomy within a multidisciplinary care team","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Placenta accreta; Obstetrics; Gestational age; Hysterectomy; Retrospective cohort study; Coagulopathy; Pregnancy; Fetus; Surgery; Placenta","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":[0.0005409208,0.0001497224,0.0002649581,0.0006009008,0.0003273945,0.0003977136,0.0002555192,0.0003028986,0.001169567],"category_scores_gemma":[0.003607339,0.0002001489,0.0003049361,0.0004598776,0.0002680049,0.0002176399,0.0004644638,0.0003649691,0.00008342306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891957,"about_ca_system_score_gemma":0.0003802113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934393,"about_ca_topic_score_gemma":0.002296188,"domain_scores_codex":[0.9994543,0.0001286401,0.00006947793,0.0001193059,0.00009737428,0.0001309253],"domain_scores_gemma":[0.9980709,0.000329541,0.0011653,0.00005961287,0.00006901267,0.0003057311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468838,0.00002766911,0.9985511,0.000006795613,0.00003276157,0.0003147084,0.00003927304,0.00003355007,0.00009576759,0.00001132751,0.00004599271,0.0006942153],"study_design_scores_gemma":[0.00001947856,0.0002228901,0.9973173,0.00001071905,0.00001920496,0.001821227,0.0003142952,0.0001573548,0.00004891206,0.00002461255,0.00004086101,0.000003121805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997469,0.00009033715,0.00001931488,0.00001533852,0.000003324508,0.000002979769,0.00004744462,6.449243e-7,0.00007376648],"genre_scores_gemma":[0.9998047,0.00004154032,0.00002430482,0.000007016838,0.000004974278,0.000003206402,0.00009250508,4.704262e-7,0.0000213174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001934393,"threshold_uncertainty_score":0.003912568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061913931819786,"score_gpt":0.3271740022329666,"score_spread":0.3065548629147687,"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."}}