{"id":"W3206608589","doi":"10.1016/j.ejogrb.2021.10.007","title":"Treatment of COVID-19 in pregnant women: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"National Institute for Health and Care Research; World Health Organization","keywords":"Medicine; Pregnancy; Meta-analysis; MEDLINE; Psychological intervention; Caesarean section; Cochrane Library; Systematic review; Population; Maternal death; Vaginal delivery; Obstetrics; Pediatrics; Intensive care medicine; Internal medicine; Psychiatry","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00506915,0.0005756377,0.01386074,0.002097003,0.00005939516,0.00001096478,0.0001938581,0.0002195745,0.0001210881],"category_scores_gemma":[0.05247843,0.0003288829,0.001725945,0.002340382,0.0004198771,0.00005853127,0.0001342289,0.0005209791,0.000003110984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078132,"about_ca_system_score_gemma":0.001136424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005622696,"about_ca_topic_score_gemma":0.000001338616,"domain_scores_codex":[0.9880637,0.007363383,0.002928437,0.001102791,0.0001796494,0.0003620273],"domain_scores_gemma":[0.9898472,0.004176224,0.003923208,0.001150509,0.0005357958,0.0003670037],"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":[0.00005670944,0.001224338,0.0003214235,0.7026336,0.2546631,0.003063548,0.001522898,0.000003875208,0.000004937001,0.00009934777,0.00004884374,0.03635743],"study_design_scores_gemma":[0.001021775,0.004492257,0.0001178965,0.006807418,0.7802849,0.005221402,0.0002342298,2.211815e-7,0.000001322523,0.00002303806,0.2014905,0.0003050518],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001284002,0.9956898,0.00004928788,0.001504846,0.0003512921,0.002188873,0.00004109493,0.000009097477,0.00003728738],"genre_scores_gemma":[0.0004688716,0.9982008,0.0002126471,0.000367831,0.00008604418,0.00006577095,0.00002822929,0.00003987419,0.000529956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6958262,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363162577856452,"score_gpt":0.4001255882876134,"score_spread":0.2638093305019682,"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."}}