{"id":"W3033728649","doi":"10.1002/uog.22115","title":"Pregnancy hypertension diagnosis and care in COVID‐19 era and beyond","year":2020,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pregnancy; Pandemic; Gestational hypertension; Blood pressure; Prenatal care; Disease; Intensive care medicine; Hypertension in Pregnancy; Health care; Telemedicine; Coronavirus disease 2019 (COVID-19); Eclampsia; Obstetrics; Pediatrics; Medical emergency; Preeclampsia; Internal medicine; Infectious disease (medical specialty); Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002116042,0.0002405256,0.0003465042,0.0008288677,0.0015526,0.001854356,0.0009951418,0.001959573,0.00768768],"category_scores_gemma":[0.007811164,0.0002343366,0.0003998234,0.0006806838,0.0009024561,0.001660107,0.004584804,0.00436867,0.0007431152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0066241,"about_ca_system_score_gemma":0.01702999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06480669,"about_ca_topic_score_gemma":0.07446388,"domain_scores_codex":[0.9983359,0.0004398124,0.0001746818,0.0002269034,0.0003287354,0.0004939894],"domain_scores_gemma":[0.9936635,0.0006097255,0.0005176485,0.000116016,0.0007804238,0.004312708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002726998,0.0004360193,0.09181898,0.001352213,0.00009005532,0.005623962,0.00661629,0.0004533765,0.0009777446,0.03084648,0.2894584,0.5720538],"study_design_scores_gemma":[0.000133479,0.0006731673,0.2516053,0.01740596,0.00009718636,0.007867509,0.009362985,0.001172,0.0003618281,0.019094,0.6920788,0.0001476539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.07597211,0.1460348,0.003339146,0.667634,0.00936834,0.0003240387,0.002463064,0.0003642094,0.09450028],"genre_scores_gemma":[0.5454023,0.2112213,0.01604714,0.1942741,0.01348088,0.0007218852,0.003439549,0.0001611567,0.01525176],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06480669,"threshold_uncertainty_score":0.128859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918815808644902,"score_gpt":0.2631263272604372,"score_spread":0.2339381691739882,"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."}}