{"id":"W3002688199","doi":"10.1097/ogx.0000000000000752","title":"Induction of Labor: An Overview of Guidelines","year":2020,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nice; Guideline; Excellence; Labor induction; Induction of labor; Misoprostol; Family medicine; Nursing; Obstetrics; Pregnancy; Abortion; Oxytocin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003539996,0.0001008652,0.0004668002,0.00004950457,0.00002477669,0.000003703065,0.0001198288,0.0001427367,0.003169191],"category_scores_gemma":[0.008525825,0.00006871697,0.0001268496,0.0006983398,0.0000685476,0.00005235761,0.00006695475,0.0001771955,0.00003444111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002619022,"about_ca_system_score_gemma":0.00004339734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005044197,"about_ca_topic_score_gemma":0.00003069814,"domain_scores_codex":[0.9983799,0.0002673939,0.0007225209,0.0002086958,0.0002620488,0.0001593678],"domain_scores_gemma":[0.9982795,0.000576593,0.0001739781,0.0001450892,0.0005280012,0.0002968996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008574637,0.001916061,0.8573862,0.00295834,0.00007746034,0.00005562904,0.0001150539,0.00001694342,0.003547563,0.002944093,0.002141358,0.1279839],"study_design_scores_gemma":[0.0005017829,0.002675911,0.9737263,0.00004826273,0.00001352361,0.000005034138,0.00002215786,0.0002192463,0.0007946299,0.0001066734,0.02182023,0.00006625098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939751,0.003181913,0.0000708014,0.001735999,0.0002333046,0.0002017311,0.0002300485,0.00003576971,0.0003353514],"genre_scores_gemma":[0.997047,0.0004019822,0.001001176,0.001089079,0.0000694738,0.000006229715,0.00005838249,0.000007100846,0.0003195658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279176,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4863545740345785,"score_gpt":0.4703283372703821,"score_spread":0.01602623676419634,"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."}}