{"id":"W3164459220","doi":"10.1097/01.aoa.0000744104.23225.05","title":"Minimizing Surgical Blood Loss at Cesarean Hysterectomy for Placenta Previa With Evidence of Placenta Increta or Placenta Percreta: The State of Play in 2020","year":2021,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Placenta Percreta; Placenta previa; Placenta accreta; Hysterectomy; Obstetrics; Placenta; Placenta Diseases; Blood loss; Maternal morbidity; Pregnancy; Gynecology; Surgery; Fetus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005327851,0.0003478336,0.000951716,0.0001828707,0.0001167045,0.00002828213,0.0003616441,0.0001113481,0.0001017853],"category_scores_gemma":[0.0003610039,0.0002062723,0.0001531098,0.001147716,0.000351524,0.0001837956,0.0001372251,0.0002748209,0.000007380783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507831,"about_ca_system_score_gemma":0.0007387557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028174,"about_ca_topic_score_gemma":0.0001832415,"domain_scores_codex":[0.9970325,0.0001880538,0.0008577878,0.0005799211,0.000774803,0.0005668876],"domain_scores_gemma":[0.9961824,0.00217266,0.0003851845,0.000632842,0.0003589099,0.0002680034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0167948,0.0006590718,0.959712,0.006581344,0.0001932225,0.00982849,0.002498283,0.00003080456,0.001684609,0.0001049122,0.00007779717,0.001834724],"study_design_scores_gemma":[0.04093634,0.01017006,0.6824863,0.03024472,0.002040675,0.05567615,0.00690246,0.001118676,0.1531512,0.00004214706,0.01528326,0.001948017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908544,0.006401708,0.000002153718,0.000866974,0.00004732065,0.001305892,0.0000361914,0.00002397086,0.0004614249],"genre_scores_gemma":[0.9935046,0.001363547,0.0002108895,0.0001140856,0.00005496041,0.00004893823,0.00004587664,0.00005155746,0.004605572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772257,"threshold_uncertainty_score":0.8411542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975045841779676,"score_gpt":0.2902697762646773,"score_spread":0.2605193178468805,"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."}}