{"id":"W3176445991","doi":"10.1016/j.preghy.2021.05.005","title":"The ability and safety of community-based health workers to safely initiate lifesaving therapies for pre-eclampsia in Ogun State, Nigeria: An analysis of 260 community treatments with MgSO4 and/or methyldopa","year":2021,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Women's Health Research Institute; University of British Columbia","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Medicine; Eclampsia; Methyldopa; Referral; Community health; Psychological intervention; Health facility; Environmental health; Emergency medicine; Family medicine; Nursing; Pregnancy; Public health; Health services; Blood pressure; Population; Internal medicine","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":[0.002478596,0.0003483275,0.0005088341,0.000372844,0.000514492,0.0005064001,0.0003613996,0.0008346591,0.0008042178],"category_scores_gemma":[0.004241175,0.0003965415,0.0006885901,0.0004084794,0.0004974218,0.0003306079,0.0003331209,0.0005903491,0.0001026457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005383144,"about_ca_system_score_gemma":0.001016749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162835,"about_ca_topic_score_gemma":0.009843134,"domain_scores_codex":[0.9986594,0.0005978108,0.0001760572,0.0001867245,0.0002124682,0.0001674517],"domain_scores_gemma":[0.996349,0.001400024,0.001271226,0.0001381324,0.0002931161,0.0005484336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04094157,0.01142756,0.9069163,0.001306926,0.0009615999,0.0002256857,0.003170128,0.0002341776,0.002208848,0.00004771243,0.0003785176,0.03218105],"study_design_scores_gemma":[0.003426363,0.02690141,0.9655309,0.0002513493,0.0004939457,0.00009938257,0.002170552,0.0003556848,0.0002785369,0.0000342757,0.0004278239,0.00002974871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995096,0.0002516949,0.00001787565,0.00002206228,0.000006451801,0.00006200049,0.0000609233,6.364219e-7,0.00006881139],"genre_scores_gemma":[0.9993318,0.0003287835,0.0000653514,0.00003848334,0.000007013786,0.00006390783,0.00008974145,5.740265e-7,0.00007435068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006162835,"threshold_uncertainty_score":0.01310825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682627779533938,"score_gpt":0.3385924251301013,"score_spread":0.2717661473347619,"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."}}