{"id":"W4399931966","doi":"10.1080/14767058.2024.2369210","title":"Association of oxytocin augmentation with postpartum hemorrhage: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxytocin; Meta-analysis; Medicine; Systematic review; Obstetrics; MEDLINE; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0143874,0.003159756,0.02105906,0.008948496,0.0007510451,0.004011596,0.002415357,0.00269866,0.004039597],"category_scores_gemma":[0.03429687,0.001632062,0.03598668,0.009173281,0.0008095171,0.002082522,0.001580268,0.001716535,0.0002950316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002824194,"about_ca_system_score_gemma":0.004989568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005001914,"about_ca_topic_score_gemma":0.009982462,"domain_scores_codex":[0.9902281,0.003942613,0.00335877,0.0008787872,0.001247506,0.0003443159],"domain_scores_gemma":[0.9792908,0.01475569,0.00379426,0.0005611012,0.001388303,0.0002097826],"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":[0.001241375,0.00003564296,0.002991632,0.5730546,0.4112336,0.0001647864,0.00007620165,0.0003855417,0.0002027482,0.0001121217,0.0004317101,0.01007007],"study_design_scores_gemma":[0.0003311555,0.0001842986,0.002590669,0.04110371,0.9538974,0.0001462071,0.00003492572,0.0001521497,0.0001044757,0.0001303654,0.001305299,0.00001939594],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002781128,0.9957429,0.000398189,0.0001554973,0.0001423167,0.0003366707,0.0002764162,0.00001738665,0.0001495503],"genre_scores_gemma":[0.08329158,0.9108096,0.002346515,0.0007227073,0.0003640633,0.001624597,0.000529145,0.00002348048,0.0002883069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02105906,"threshold_uncertainty_score":0.07608873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663873325135193,"score_gpt":0.3621844006845272,"score_spread":0.3155456674331752,"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."}}