{"id":"W4379141844","doi":"10.1186/s12978-023-01598-9","title":"Prevalence, indications, and complications of caesarean section in health facilities across Nigeria: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Reproductive Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Greenwich","keywords":"Reproductive medicine; Caesarean section; Meta-analysis; Public health; Medicine; Section (typography); Environmental health; Obstetrics; Pregnancy; Gynecology; Family medicine; Pathology; Biology","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":[0.01503084,0.002398536,0.01618294,0.009300953,0.0009118693,0.003834871,0.002003696,0.002316392,0.00270168],"category_scores_gemma":[0.04037097,0.001617526,0.0333846,0.009694389,0.0007184565,0.002080263,0.001912502,0.001730973,0.0002047373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003232157,"about_ca_system_score_gemma":0.006281898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009034723,"about_ca_topic_score_gemma":0.02148437,"domain_scores_codex":[0.9893605,0.003910204,0.004091633,0.0009727151,0.001273473,0.0003914698],"domain_scores_gemma":[0.9743913,0.01781417,0.004621792,0.0006023344,0.002281231,0.0002891732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00119577,0.00004519389,0.008384626,0.6324542,0.3430675,0.0002269324,0.0001944076,0.0004162468,0.00017111,0.0001314858,0.0005261843,0.01318631],"study_design_scores_gemma":[0.0003108336,0.0002452518,0.006944602,0.07448824,0.9154444,0.0002149993,0.0001372539,0.0001730828,0.000116966,0.000169633,0.001722401,0.00003240971],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00519842,0.9932498,0.0002983618,0.000181757,0.00008729117,0.0003516189,0.000439874,0.00001220763,0.0001806324],"genre_scores_gemma":[0.1278619,0.8667253,0.002060739,0.000668309,0.0001647509,0.001584836,0.0007006585,0.00001612041,0.0002174258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01618294,"threshold_uncertainty_score":0.07949167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2325160845994566,"score_gpt":0.4895844064800762,"score_spread":0.2570683218806197,"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."}}