{"id":"W3184387945","doi":"10.1136/bmjopen-2020-046638","title":"Competency of health workers in detecting and managing gestational hypertension, pre-eclampsia, severe pre-eclampsia and eclampsia during antenatal check-ups in primary care health facilities in Bangladesh: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete; Global Affairs Canada; Department for International Development; United States Agency for International Development","keywords":"Medicine; Eclampsia; Pregnancy; Obstetrics; Cross-sectional study; Gestational hypertension; Hypertension in Pregnancy; Pediatrics; Gestation; Preeclampsia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002202763,0.0002112096,0.0002513334,0.0004767707,0.0004080758,0.0005326828,0.0004146749,0.0005877606,0.001239703],"category_scores_gemma":[0.007733994,0.0004101975,0.0002291077,0.0004374197,0.0005012206,0.0004323625,0.0005163796,0.0005052342,0.0002624024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097674,"about_ca_system_score_gemma":0.000625299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493117,"about_ca_topic_score_gemma":0.01572112,"domain_scores_codex":[0.9987473,0.0004044602,0.000196929,0.0001276994,0.0003027961,0.0002207276],"domain_scores_gemma":[0.9956254,0.00138778,0.001473863,0.0002184075,0.000686612,0.0006079014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003132749,0.0000904166,0.996763,0.00003107757,0.00001572484,0.00005746319,0.001749059,0.00001646448,0.00015963,0.000004009896,0.00004858932,0.001033198],"study_design_scores_gemma":[0.000004604023,0.000289839,0.9968159,0.00001700427,0.000005100992,0.00009999386,0.002569043,0.00006152992,0.00004546231,0.000003792276,0.00008454815,0.000003106305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996112,0.00004907948,0.00001692404,0.00003325723,0.000001992753,0.00001657799,0.00006524623,7.283304e-7,0.0002050054],"genre_scores_gemma":[0.9997805,0.00004755022,0.0000373447,0.00001867569,0.000001526434,0.000008408141,0.00004306785,2.399942e-7,0.00006267022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493117,"threshold_uncertainty_score":0.02968854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676952540447773,"score_gpt":0.3480514408292975,"score_spread":0.3112819154248198,"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."}}