{"id":"W3215624490","doi":"10.1097/01.aoa.0000796220.96247.5a","title":"Birth Outcomes in Women With Body Mass Index of 40 kg/m2 or Greater Stratified by Planned and Actual Mode of Birth: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Obstetric Anesthesia Digest","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestational diabetes; Body mass index; Obstetrics; Pregnancy; Vaginal delivery; Obesity; Apgar score; Population; Diabetes mellitus; Birth weight; Gestational age; Gynecology; Gestation; Internal medicine; Endocrinology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005012541,0.0005626059,0.009585391,0.001220297,0.00002659972,0.00004620407,0.0002067204,0.0001600927,0.0001624213],"category_scores_gemma":[0.0005799205,0.0002954307,0.0004891374,0.002372234,0.0001197968,0.00008961088,0.00005222129,0.0002410441,0.000002525021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101784,"about_ca_system_score_gemma":0.0002836522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005450661,"about_ca_topic_score_gemma":0.00001393507,"domain_scores_codex":[0.9963037,0.0004667264,0.001378314,0.0005774818,0.0008565693,0.0004171966],"domain_scores_gemma":[0.9968649,0.001226336,0.0008110076,0.0006464493,0.0001983928,0.0002529334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008943954,0.0002381078,0.002059606,0.9281692,0.06780093,0.0004970502,0.0001140347,0.000002461552,2.723345e-7,0.00003561925,0.00004694779,0.0009463272],"study_design_scores_gemma":[0.002612015,0.002458662,0.006726919,0.08630667,0.8837451,0.0002707593,0.001205661,0.00004065654,0.000003808339,0.00001028838,0.01540233,0.001217071],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001517413,0.9947147,0.000009209359,0.0001519188,0.000002687937,0.003348768,0.0001891087,0.00001169321,0.00005450905],"genre_scores_gemma":[0.0157987,0.9785197,0.0001012821,0.0001465952,0.000002545039,0.0009154673,0.0002500681,0.00004892168,0.004216712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8418626,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482740105377585,"score_gpt":0.3190895459958928,"score_spread":0.274262144942117,"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."}}