{"id":"W4391484401","doi":"10.1080/01443615.2023.2288224","title":"Vaginal bleeding in pregnancy and adverse clinical outcomes: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shahroud University of Medical Sciences","keywords":"Medicine; Obstetrics; Meta-analysis; Pregnancy; Vaginal bleeding; Adverse effect; Gynecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001635896,0.0003585753,0.010687,0.001265398,0.00002531806,0.00003305199,0.0001300782,0.0002687587,0.0001036842],"category_scores_gemma":[0.004630911,0.0001940699,0.001817615,0.0008910595,0.00006437596,0.00006904307,0.0001932589,0.0007512034,0.000002573332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207875,"about_ca_system_score_gemma":0.0001267825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000211964,"about_ca_topic_score_gemma":0.000004275426,"domain_scores_codex":[0.9962694,0.0003320201,0.002584514,0.0003667171,0.0002326879,0.0002146852],"domain_scores_gemma":[0.9946753,0.003410815,0.001335193,0.0002593743,0.0001214431,0.0001978485],"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":[3.734203e-7,0.0001198709,0.00200465,0.8487813,0.1059477,0.001838603,0.00002657202,4.674567e-8,2.878792e-10,0.000221594,0.0001185451,0.04094078],"study_design_scores_gemma":[0.0004891566,0.0002963301,0.001893004,0.05285497,0.928081,0.000207002,0.0000244329,0.000002844492,9.419819e-10,0.00004577167,0.01595002,0.0001554972],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008388221,0.9974129,0.00001062777,0.0003547136,0.0006239531,0.00137517,0.000008810634,0.000004613719,0.0002008371],"genre_scores_gemma":[0.0001652802,0.9984925,0.0002307879,0.0004456491,0.00001396911,0.00008697676,0.000002632969,0.0000186594,0.0005435452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8221333,"threshold_uncertainty_score":0.7913941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445655568945576,"score_gpt":0.4206085025757675,"score_spread":0.2760429456812099,"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."}}