{"id":"W3033810354","doi":"10.1002/ijgo.13256","title":"Prophylactic internal iliac artery ligation versus balloon occlusion for placenta accreta spectrum disorders: A retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto","keywords":"Medicine; Placenta accreta; Hysterectomy; Ligation; Surgery; Balloon; Retrospective cohort study; Internal iliac artery; Complication; Uterine artery; Pregnancy; Placenta; Gestation; Fetus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007773364,0.0002131079,0.0003330456,0.0008124213,0.0004940291,0.0005698544,0.0003829943,0.0003753456,0.001222358],"category_scores_gemma":[0.003194051,0.000382182,0.0004915806,0.00120523,0.0003021674,0.0004528912,0.0004079986,0.0003940884,0.000157261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975913,"about_ca_system_score_gemma":0.0008582842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104062,"about_ca_topic_score_gemma":0.01193439,"domain_scores_codex":[0.9992749,0.0001168672,0.00009104401,0.0002149123,0.0001646321,0.0001377118],"domain_scores_gemma":[0.99803,0.000270771,0.00119409,0.0001550384,0.0001436845,0.0002063535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336905,0.00001600328,0.9991633,0.000007347835,0.00004446721,0.000083044,0.00004017511,0.000005512829,0.00005548693,0.000007715976,0.00002953836,0.0004137253],"study_design_scores_gemma":[0.00003008009,0.0002799238,0.9981059,0.00001694883,0.00008330734,0.0007690879,0.0003561974,0.00009110435,0.00004503043,0.00001239246,0.0002059534,0.000004110432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993197,0.0002408324,0.0000509477,0.00001761992,0.000004011006,0.00001811622,0.0001972396,0.000001150952,0.000150477],"genre_scores_gemma":[0.9994287,0.0001760294,0.00007638427,0.00002149075,0.000008478282,0.00001762087,0.0002166188,0.000001457596,0.00005321356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104062,"threshold_uncertainty_score":0.02195275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263135482649116,"score_gpt":0.3114977526786625,"score_spread":0.2888663978521714,"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."}}