{"id":"W2598631899","doi":"10.1007/s00404-017-4349-1","title":"Elective Caesarean section on maternal request in Germany: factors affecting decision making concerning mode of delivery","year":2017,"lang":"en","type":"article","venue":"Archives of Gynecology and Obstetrics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Childbirth; Regret; Medicine; Caesarean section; Vaginal delivery; Obstetrics; Pregnancy; Caesarean delivery; Gynecology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093621,0.00008526457,0.0002504505,0.0002830771,0.0001584877,0.00000735766,0.00007990957,0.00007221051,0.0000243708],"category_scores_gemma":[0.001178652,0.0000733924,0.00005568491,0.00004697277,0.0001180892,0.0000714207,0.00007026026,0.0002247063,6.658501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003682641,"about_ca_system_score_gemma":0.00002642454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006525811,"about_ca_topic_score_gemma":0.000308553,"domain_scores_codex":[0.9992888,0.00005291255,0.0002765232,0.0001516388,0.00008186755,0.000148262],"domain_scores_gemma":[0.9974347,0.002061314,0.0002897718,0.0001382146,0.0000321972,0.0000437926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004359906,0.00008607511,0.919943,0.0004928063,0.00002112038,0.00004961394,0.001249853,0.00004201192,0.001592178,0.000268079,0.000001296796,0.07581794],"study_design_scores_gemma":[0.0007051054,0.0008676462,0.9889243,0.0007859893,0.0000121935,0.00002322814,0.0001430654,0.001089871,0.00656942,0.00076254,0.00006244815,0.00005421941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970136,0.0001566552,0.0002133503,0.00001635567,0.0004485314,0.00013795,0.00002033883,0.000007486016,0.001985708],"genre_scores_gemma":[0.999249,0.0001741827,0.0003838668,0.00001711145,0.00002557914,0.000002217078,0.000002541399,0.000007254167,0.0001382923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07576372,"threshold_uncertainty_score":0.2992855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253688122024435,"score_gpt":0.3513105440844223,"score_spread":0.318773662864178,"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."}}