{"id":"W2050164699","doi":"10.1016/j.ijgo.2012.12.017","title":"Predictors of emergency cesarean delivery among international migrant women in Canada","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Confidence interval; Cesarean delivery; Logistic regression; Demography; Immigration; Refugee; Obstetrics; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002926163,0.0001296167,0.0003653044,0.0006829437,0.00001918436,0.000009585014,0.0004896832,0.00008422481,0.00750273],"category_scores_gemma":[0.001380614,0.0001120079,0.0001554077,0.0002384397,0.00004575576,0.0002462779,0.00009021562,0.0003470788,0.00001216754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866962,"about_ca_system_score_gemma":0.0009103702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2429823,"about_ca_topic_score_gemma":0.109045,"domain_scores_codex":[0.9975349,0.00005852489,0.001293059,0.0001295999,0.0006998281,0.0002840394],"domain_scores_gemma":[0.9970746,0.0004203398,0.0007347169,0.0001062625,0.001417586,0.0002464947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105328,0.0002670465,0.9886879,0.00007414052,0.0003284916,0.0004265472,0.0003629583,0.00006540596,0.000182924,0.00004282003,0.002399293,0.007051968],"study_design_scores_gemma":[0.001401664,0.0003454801,0.9818599,0.000129841,0.00001585618,0.0001361362,0.0005974129,0.000376354,0.0001981656,0.0002392512,0.01461767,0.00008225245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855462,0.0003150664,0.0000170546,0.001231823,0.01180468,0.0001494838,0.00007529466,0.000004395867,0.0008559867],"genre_scores_gemma":[0.9975995,0.0005204669,0.0001164748,0.000194268,0.0002158976,0.00001422217,0.00001350915,0.00001182054,0.001313809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339372,"threshold_uncertainty_score":0.9934046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014789977143131,"score_gpt":0.2741788657481691,"score_spread":0.2593888886050381,"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."}}