{"id":"W2139917220","doi":"10.1258/jrsm.96.11.559","title":"Rising caesarean section rates: can evolution and ecology explain some of the difficulties of modern childbirth?","year":2003,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caesarean section; Section (typography); Childbirth; Ecology; Data science; Pregnancy; Medicine; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002768574,0.0004304209,0.0007106091,0.0023922,0.001258114,0.003827668,0.002143231,0.003622524,0.00697866],"category_scores_gemma":[0.01287665,0.0004612773,0.0004561352,0.004255543,0.007321385,0.00793409,0.002674536,0.003279636,0.001218019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597012,"about_ca_system_score_gemma":0.001214629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008062282,"about_ca_topic_score_gemma":0.006689209,"domain_scores_codex":[0.9985806,0.0004178273,0.0001281821,0.0003320564,0.0003360491,0.000205259],"domain_scores_gemma":[0.9940464,0.002427097,0.002029233,0.00034513,0.0006102821,0.0005418623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006198672,0.0003719415,0.4074518,0.002301875,0.0002933697,0.004016922,0.03014472,0.001354563,0.001426704,0.1497789,0.03833338,0.363906],"study_design_scores_gemma":[0.0000674809,0.0007133483,0.6470906,0.00201726,0.0001337673,0.006991137,0.02527417,0.002742114,0.0003881229,0.1393505,0.1748984,0.0003331017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3334482,0.2006568,0.009429371,0.4122474,0.005006737,0.0001302619,0.001174055,0.0003109639,0.03759612],"genre_scores_gemma":[0.8073926,0.1421226,0.004603297,0.02969761,0.01058072,0.00008149559,0.0006502704,0.0001562479,0.004715262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008062282,"threshold_uncertainty_score":0.02334595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667882846711471,"score_gpt":0.2836161694218174,"score_spread":0.2669373409547027,"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."}}