{"id":"W4366334874","doi":"10.1007/s00404-023-06963-4","title":"Fetal aortic isthmus Doppler assessment to predict the adverse perinatal outcomes associated with fetal growth restriction: systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Archives of Gynecology and Obstetrics","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi della Campania Luigi Vanvitelli","keywords":"Medicine; Meta-analysis; Ductus venosus; Intrauterine growth restriction; Relative risk; Study heterogeneity; Obstetrics; Cochrane Library; Fetus; Pregnancy; Internal medicine; Confidence interval","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01174093,0.002578878,0.01915473,0.006362886,0.0006589395,0.003186662,0.001996715,0.002219889,0.003160611],"category_scores_gemma":[0.03111614,0.001206946,0.03420684,0.006183035,0.0007725065,0.001542905,0.001234116,0.001677434,0.0002389859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883283,"about_ca_system_score_gemma":0.003128567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006064448,"about_ca_topic_score_gemma":0.01108945,"domain_scores_codex":[0.993336,0.002864222,0.001979621,0.0008040466,0.0007818602,0.0002341584],"domain_scores_gemma":[0.9761844,0.0189614,0.002846979,0.0005419538,0.001266337,0.0001989519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001940364,0.00003940108,0.005290301,0.456443,0.5184973,0.0001223235,0.00007780492,0.0006401472,0.0002005434,0.0001188755,0.0005058509,0.01612408],"study_design_scores_gemma":[0.0003474961,0.0002008005,0.004027328,0.02783764,0.9658626,0.00008387645,0.00003295659,0.000213643,0.00009595184,0.000140873,0.001135258,0.00002166098],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003745931,0.9949636,0.0003538027,0.000134073,0.00008622261,0.0002062971,0.000348882,0.0000152653,0.0001459417],"genre_scores_gemma":[0.1344626,0.8603536,0.001964769,0.0007381792,0.0003164618,0.00112234,0.0007470498,0.0000226819,0.0002722206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9808453,"threshold_uncertainty_score":0.06209266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06046259564371094,"score_gpt":0.3375255937233572,"score_spread":0.2770629980796462,"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."}}