{"id":"W4306971050","doi":"10.1016/j.xagr.2022.100123","title":"Labor augmentation with oxytocin in low- and lower-middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"AJOG Global Reports","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laerdal Foundation for Acute Medicine; Danida Fellowship Centre","keywords":"Medicine; Oxytocin; Meta-analysis; Relative risk; Confidence interval; Randomized controlled trial; Obstetrics; Cohort study; Uterotonic; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001123523,0.0003936634,0.005727448,0.0001812676,0.00007455431,0.00004265857,0.0000676115,0.0001010408,0.001858354],"category_scores_gemma":[0.0001525079,0.0002409875,0.0007566549,0.001028479,0.00004923801,0.00007870476,0.00009018439,0.0002286033,0.000007171927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583012,"about_ca_system_score_gemma":0.0002294188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008651121,"about_ca_topic_score_gemma":0.0003685148,"domain_scores_codex":[0.9964479,0.0002786509,0.001954145,0.0005610125,0.0005197443,0.0002385433],"domain_scores_gemma":[0.9977018,0.00009978844,0.001364972,0.0005447918,0.00009061964,0.0001980453],"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":[0.00001015609,0.00004325481,0.0001877613,0.9776138,0.01930227,0.00253277,0.00001147627,1.087722e-7,2.991727e-10,0.0000618617,0.00001505704,0.0002215073],"study_design_scores_gemma":[0.0001440269,0.0002605643,0.0001669835,0.228642,0.6051632,0.007338547,0.00001565376,0.000001118205,1.255164e-8,0.00002474463,0.1579983,0.000244858],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001056357,0.9952015,0.000005279814,0.0002069165,0.00006125338,0.003740947,0.0003920788,0.00002503115,0.0002613085],"genre_scores_gemma":[0.0002740378,0.9941997,0.00005262897,0.0006239566,0.00001056304,0.001438758,0.0001625932,0.00001982068,0.003217971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7489718,"threshold_uncertainty_score":0.9990541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0705955504126884,"score_gpt":0.4014502207536784,"score_spread":0.33085467034099,"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."}}