{"id":"W2129376438","doi":"10.1503/cmaj.070430","title":"Use of uterine artery Doppler ultrasonography to predict pre-eclampsia and intrauterine growth restriction: a systematic review and bivariable meta-analysis","year":2008,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":718,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellbeing of Women","keywords":"Medicine; Uterine artery; Likelihood ratios in diagnostic testing; Intrauterine growth restriction; Notching; Obstetrics; Odds ratio; Eclampsia; Predictive value of tests; Meta-analysis; Pregnancy; Internal medicine; Gynecology; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01669626,0.002684281,0.01741968,0.007279147,0.0006249499,0.002883708,0.002770071,0.002251506,0.002539695],"category_scores_gemma":[0.04200107,0.001746905,0.02934086,0.007347057,0.0008387111,0.001447831,0.00133039,0.001479429,0.0003039658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077956,"about_ca_system_score_gemma":0.002744123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006368124,"about_ca_topic_score_gemma":0.0124293,"domain_scores_codex":[0.988715,0.00653962,0.002436014,0.001101195,0.0009616592,0.0002465147],"domain_scores_gemma":[0.9575889,0.03462185,0.004679429,0.0008919229,0.001798764,0.000419276],"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":[0.002163279,0.00003536079,0.01041675,0.1577255,0.8208659,0.0001844056,0.0000706751,0.0005288465,0.0001887688,0.00006247879,0.0002997183,0.007458388],"study_design_scores_gemma":[0.0004524487,0.000227101,0.003829326,0.007298465,0.9870969,0.00009128072,0.00002779241,0.0002537194,0.00009141663,0.00009401183,0.0005207563,0.00001677156],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01473598,0.9828559,0.0009416182,0.0002249107,0.0001820782,0.0003426939,0.0004446206,0.00004208128,0.0002301372],"genre_scores_gemma":[0.4468773,0.5446651,0.004396121,0.0007791196,0.0003943321,0.001568212,0.0008565148,0.00004488533,0.000418439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9825803,"threshold_uncertainty_score":0.08829933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099836935632015,"score_gpt":0.299477654930684,"score_spread":0.2484792855743638,"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."}}