{"id":"W2266817271","doi":"10.1016/j.jogc.2015.10.008","title":"Maternal Risk Factors and Outcomes of Umbilical Cord Prolapse: A Population-Based Study","year":2016,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Umbilical cord; Obstetrics; Population; Gynecology; Environmental health","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":[0.001178045,0.0005578905,0.0007175855,0.001181899,0.00142831,0.001210196,0.0008626049,0.001424689,0.001404532],"category_scores_gemma":[0.004844159,0.001171824,0.001316083,0.003811469,0.0007928771,0.001120592,0.001017923,0.001554304,0.0002086675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662755,"about_ca_system_score_gemma":0.001614157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09592123,"about_ca_topic_score_gemma":0.09456526,"domain_scores_codex":[0.9985527,0.0004824383,0.0001752773,0.0002955435,0.0002116255,0.0002824214],"domain_scores_gemma":[0.9970769,0.0005975926,0.001015993,0.0003080864,0.0003688516,0.0006326382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222289,0.0001463413,0.9984019,0.0000171357,0.0002499772,0.0001056504,0.0002500117,0.00001480569,0.00008428475,0.00002185062,0.00006864867,0.0004170389],"study_design_scores_gemma":[0.00003107721,0.0002162845,0.9984747,0.00001612383,0.0001641022,0.0001548705,0.0007577001,0.0000402714,0.00001474318,0.00001933224,0.0001023344,0.000008455209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998659,0.0005353297,0.00004587349,0.00007032228,0.000008670638,0.00001555403,0.0003269658,0.000001490555,0.0003366246],"genre_scores_gemma":[0.9989902,0.0004286424,0.00006321129,0.0000674719,0.00001625369,0.00002335935,0.0002655405,0.00000175769,0.0001435405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9040788,"threshold_uncertainty_score":0.1907258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511528101660714,"score_gpt":0.2569814224665237,"score_spread":0.2418661414499166,"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."}}