{"id":"W2108274547","doi":"10.1503/cmaj.130925","title":"Use of labour induction and risk of cesarean delivery: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Induction of labor; Cesarean delivery; Computer science; Medicine; Pregnancy; Obstetrics; Data science; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003317978,0.000187063,0.004734371,0.0004936968,0.00007895281,0.00002472526,0.00008865027,0.0003686667,0.002725453],"category_scores_gemma":[0.002787333,0.0001176653,0.001192548,0.0004194599,0.00003964986,0.00006501569,0.00001796384,0.0007514158,0.000005347717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286104,"about_ca_system_score_gemma":0.0008138198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208683,"about_ca_topic_score_gemma":0.009709262,"domain_scores_codex":[0.9961672,0.001045856,0.001727899,0.0001510097,0.0007245571,0.000183488],"domain_scores_gemma":[0.9954228,0.0003556836,0.002500307,0.0001574464,0.000576838,0.0009869607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000133218,0.00001456524,0.0002435595,0.919257,0.06563626,0.0000211976,0.00001637254,2.86647e-8,2.288344e-9,0.00004412714,0.0008379867,0.01392751],"study_design_scores_gemma":[0.0000967318,0.00006478908,0.0001967602,0.04209872,0.4525042,0.0004897999,0.000006763358,0.000005178527,2.224476e-8,0.000007151604,0.504456,0.00007393889],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000844492,0.9961528,0.00001203524,0.0008869785,0.00005509845,0.001954435,0.0008321648,0.000002865443,0.0000191459],"genre_scores_gemma":[0.00006919276,0.9972777,0.00005427786,0.0006243627,0.00007995691,0.0001543896,0.00002176868,0.00001200852,0.001706321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8771583,"threshold_uncertainty_score":0.9981862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08502113860374344,"score_gpt":0.3604447281726233,"score_spread":0.2754235895688799,"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."}}