{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004690543,0.001606776,0.01255805,0.004267758,0.00049157,0.00196993,0.001160615,0.001364305,0.003143063],"category_scores_gemma":[0.01388686,0.0009412199,0.02510015,0.004814566,0.0003763082,0.001114415,0.001078676,0.001363724,0.0002250094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132126,"about_ca_system_score_gemma":0.002171671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006302492,"about_ca_topic_score_gemma":0.01760505,"domain_scores_codex":[0.9971457,0.0009784444,0.001071844,0.0003338604,0.00032348,0.0001467363],"domain_scores_gemma":[0.9929894,0.00485261,0.001271201,0.0001720011,0.0005942846,0.0001205548],"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":[0.002903875,0.00006348948,0.007584962,0.5869109,0.3678619,0.0001592478,0.0001160257,0.0003457526,0.0003423112,0.0001383528,0.001261133,0.03231212],"study_design_scores_gemma":[0.0006771579,0.0003122315,0.009815703,0.04325229,0.9424734,0.0001543385,0.00007027337,0.000143805,0.0001255433,0.0001473515,0.002798792,0.00002914305],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004054192,0.9950215,0.0001462627,0.0000934867,0.00007325647,0.0001098249,0.000339223,0.000008208613,0.0001541066],"genre_scores_gemma":[0.08516285,0.9122547,0.0007551343,0.0004731574,0.0001341054,0.0004056033,0.0005858186,0.00001144019,0.000217145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01255805,"threshold_uncertainty_score":0.02480626,"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."}}