{"id":"W2790016330","doi":"10.1111/birt.12341","title":"Trends and predictors of cesarean birth in Singapore, 2005‐2014: A population‐based cohort study","year":2018,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Obstetrics; Confidence interval; Demography; Singleton; Parity (physics); Cesarean delivery; Population; Pregnancy","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":[0.0009234652,0.0003329615,0.0003274638,0.0008412648,0.0004195231,0.0006278017,0.0005076864,0.0003672795,0.001032867],"category_scores_gemma":[0.001934114,0.0004894508,0.0006458551,0.002011431,0.000257914,0.0005459157,0.0008211765,0.0007838536,0.0003150675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009686301,"about_ca_system_score_gemma":0.001399184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0467522,"about_ca_topic_score_gemma":0.06705013,"domain_scores_codex":[0.9994016,0.00009307239,0.0001359158,0.0001612316,0.0001202006,0.00008802822],"domain_scores_gemma":[0.9982576,0.0001007879,0.0007630408,0.0001435778,0.0004115904,0.0003233497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002382436,0.00001337475,0.9990213,0.00001088319,0.00004850459,0.00003883744,0.00008648602,0.00001767478,0.0000493745,0.000009853497,0.0002181376,0.0004616925],"study_design_scores_gemma":[0.000003391788,0.00003174306,0.9992261,0.000009835181,0.00002626607,0.00009902299,0.0002595151,0.0001155306,0.0000182216,0.000006966065,0.000199691,0.00000368928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948789,0.0002300407,0.0000745569,0.0001367228,0.000009226337,0.00001633612,0.004253098,0.000006247402,0.0003947968],"genre_scores_gemma":[0.9956902,0.0003109589,0.0001447403,0.00009168405,0.00001060979,0.00003101964,0.003462361,0.000005239374,0.0002531261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0467522,"threshold_uncertainty_score":0.09296018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500732651771467,"score_gpt":0.3316325803407332,"score_spread":0.3066252538230185,"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."}}