{"id":"W2931525881","doi":"10.14740/jcgo.v8i1.433","title":"Induction of Labor and Risk for Emergency Cesarean Section in Women at Term Pregnancy","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Fetal distress; Pregnancy; Oligohydramnios; Gestational diabetes; Labor induction; Gestation; Cardiotocography; Preeclampsia; Misoprostol; Gestational hypertension; Retained placenta; Gynecology; Fetus; Oxytocin; Placenta; Abortion; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003703236,0.0001303141,0.0002428707,0.0003868009,0.0002813055,0.0002913442,0.0002531986,0.0003553014,0.001465301],"category_scores_gemma":[0.00280474,0.0001229279,0.0002137483,0.0004352429,0.0002422878,0.00018029,0.0002207347,0.0006835906,0.0001228328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504374,"about_ca_system_score_gemma":0.000367379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257896,"about_ca_topic_score_gemma":0.001275252,"domain_scores_codex":[0.9997732,0.00006346621,0.00002273724,0.00003159069,0.00006439685,0.00004463984],"domain_scores_gemma":[0.9987961,0.0003244523,0.0005868116,0.0000314128,0.00005596836,0.0002052345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002303132,0.00003667708,0.996636,0.00002063875,0.00001067953,0.0008879098,0.00008170847,0.00001631102,0.0001401041,0.00002519551,0.00007277711,0.001841574],"study_design_scores_gemma":[0.000009379331,0.0004197728,0.9936728,0.00004130799,0.00003140791,0.004989248,0.0002983337,0.0001239451,0.00006976773,0.00009441429,0.000245375,0.000004299419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974274,0.001631722,0.00005601845,0.0001899774,0.00001282415,0.00001003812,0.00006320178,0.000002058444,0.0006066817],"genre_scores_gemma":[0.9990589,0.0006296512,0.00008464342,0.00003161416,0.00001882924,0.000008041926,0.00005509166,8.272343e-7,0.0001124152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465301,"threshold_uncertainty_score":0.004901886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051523777149969,"score_gpt":0.3971062962990997,"score_spread":0.3455825191491307,"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."}}