{"id":"W4205999152","doi":"10.1016/j.eurox.2022.100141","title":"Arterial stiffness measurements in pregnancy as a predictive tool for hypertensive disorders of pregnancy and preeclampsia: Protocol for a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology X","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Preeclampsia; Pregnancy; CINAHL; Systematic review; Cochrane Library; Meta-analysis; MEDLINE; Arterial stiffness; Intensive care medicine; Obstetrics; Internal medicine; Blood pressure; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04049277,0.004947514,0.02133916,0.009874791,0.002340757,0.006334121,0.004509876,0.004522808,0.04463374],"category_scores_gemma":[0.06627618,0.00370343,0.03253822,0.009571845,0.002328364,0.004839594,0.004045274,0.004929452,0.003950496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101478,"about_ca_system_score_gemma":0.02881221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007987405,"about_ca_topic_score_gemma":0.01638027,"domain_scores_codex":[0.9793093,0.008061568,0.007417487,0.002005727,0.002285931,0.0009199552],"domain_scores_gemma":[0.9757165,0.01046806,0.005539068,0.002266202,0.005370789,0.0006395088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004569623,0.0001194503,0.0008073798,0.9454693,0.02218292,0.0002799087,0.000454152,0.0009686512,0.0006076678,0.001649139,0.009379683,0.01351216],"study_design_scores_gemma":[0.04542736,0.002091905,0.009636366,0.5957248,0.1989895,0.0006048682,0.001021735,0.002137586,0.001619763,0.01186451,0.130282,0.0005996251],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001425947,0.02439831,0.004737233,0.001084804,0.0007508079,0.9528446,0.01341797,0.0002846141,0.001055735],"genre_scores_gemma":[0.00136694,0.004106708,0.004227657,0.0003763106,0.00004100908,0.9883063,0.001107568,0.0000178538,0.0004495969],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04463374,"threshold_uncertainty_score":0.2141488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318131195361388,"score_gpt":0.362504096743633,"score_spread":0.2306909772074942,"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."}}