{"id":"W2103502205","doi":"10.1093/ije/dyt081","title":"Caesarean delivery and neonatal mortality rates in 46 low- and middle-income countries: a propensity-score matching and meta-analysis of Demographic and Health Survey data","year":2013,"lang":"en","type":"review","venue":"International Journal of Epidemiology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Meta-analysis; Propensity score matching; Demography; Odds ratio; Confidence interval; Medicine; Meta-regression; Developing country; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.03275857,0.001581843,0.007735501,0.004869741,0.0005703687,0.002589554,0.001566684,0.001613185,0.001377267],"category_scores_gemma":[0.04126093,0.001249642,0.03513497,0.006912838,0.0007326297,0.001179037,0.001574931,0.001339874,0.0001625337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160828,"about_ca_system_score_gemma":0.001524995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841584,"about_ca_topic_score_gemma":0.003277654,"domain_scores_codex":[0.9765721,0.01452984,0.004411433,0.002620264,0.001368023,0.0004982552],"domain_scores_gemma":[0.9692276,0.02058136,0.00590511,0.002795588,0.001181224,0.0003092068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005804645,0.00007402912,0.1438917,0.01582621,0.819406,0.000150348,0.00009905937,0.002909804,0.0002750993,0.0002074013,0.000419231,0.01093632],"study_design_scores_gemma":[0.001692987,0.0005723533,0.06485581,0.002161819,0.9264922,0.0001969293,0.00006979935,0.002324515,0.0002425929,0.0006087201,0.0007385514,0.00004374798],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4435415,0.5369892,0.01258886,0.0008527785,0.0003233734,0.0007451961,0.003921879,0.0001633524,0.0008738679],"genre_scores_gemma":[0.9557948,0.03634058,0.004969101,0.0003500792,0.0001054461,0.0004813968,0.001820208,0.00003114146,0.0001073809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922645,"threshold_uncertainty_score":0.173246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.547738692552505,"score_gpt":0.5078488927411337,"score_spread":0.03988979981137131,"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."}}