{"id":"W2901214997","doi":"10.1097/01.aoa.0000547313.79293.f8","title":"Defining Failed Induction of Labor","year":2018,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Texas Health Science Center at Houston; University of South Carolina; National Institute of Child Health and Human Development; Drexel University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; George Washington University; University of North Carolina at Chapel Hill; Kaiser Permanente; Case Western Reserve University; NorthShore University HealthSystem; University of Pittsburgh; Northwestern University; Ohio State University","keywords":"Medicine; Induction of labor; Quarter (Canadian coin); Labor induction; Obstetrics; Population; Preterm labor; Gynecology; Pregnancy; Fetus; Environmental health; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00009575946,0.0000837562,0.0001894309,0.0001708475,0.00006542236,0.000007337386,0.00006103977,0.00007035006,0.000711284],"category_scores_gemma":[0.0001255841,0.00006819249,0.00006555795,0.0004878831,0.00008416761,0.00006153076,0.0000111719,0.00008886789,0.0003441499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003445274,"about_ca_system_score_gemma":0.00005078568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613328,"about_ca_topic_score_gemma":0.000004599678,"domain_scores_codex":[0.999248,0.00002276885,0.0002674022,0.0001357381,0.0001660655,0.0001599709],"domain_scores_gemma":[0.9993768,0.00006041726,0.0001095488,0.0001784091,0.0001790206,0.00009584489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003680239,0.0005666164,0.9130634,0.001602639,0.00005562318,0.0002821801,0.0008428412,6.878657e-7,0.001290825,0.02073426,0.001009666,0.06018324],"study_design_scores_gemma":[0.0005641266,0.0009544878,0.8517949,0.0002402887,0.00002345942,0.000493423,0.0001445063,0.00002218042,0.007244281,0.00007098808,0.1383615,0.00008587537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920051,0.0005948778,0.00001629527,0.0007691132,0.0001625876,0.0001292079,0.000005558444,0.00004551138,0.00627174],"genre_scores_gemma":[0.9920655,0.00002775201,0.0003863949,0.0002130888,0.000130689,0.000009385242,0.00001136414,0.00001303719,0.007142809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373518,"threshold_uncertainty_score":0.7788061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238471510266112,"score_gpt":0.3012892279212478,"score_spread":0.2789045128185867,"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."}}