{"id":"W2466194041","doi":"10.1016/j.gheart.2016.03.016","title":"OC05_01 Task-Shifting for the Management of Hypertension: Lessons From the Global Alliance for Chronic Diseases","year":2016,"lang":"en","type":"article","venue":"Global Heart","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Case fatality rate; Staffing; Quality management; Pregnancy; Emergency medicine; Prioritization; Intervention (counseling); Obstetrics; Eclampsia; Epidemiology; Internal medicine; Nursing; Operations management; Management system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263,0.0001418771,0.0002545052,0.000002553802,0.000204599,0.0000128681,0.000204729,0.00004554521,0.0000273229],"category_scores_gemma":[0.00003648607,0.00006108908,0.0001882602,0.00009807597,0.0001010452,0.00003571557,0.00008557954,0.00003380008,0.00003149588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326406,"about_ca_system_score_gemma":0.00009820046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003235951,"about_ca_topic_score_gemma":0.00008793821,"domain_scores_codex":[0.9988346,0.00002153571,0.0002464519,0.0002651208,0.0002441718,0.0003881035],"domain_scores_gemma":[0.9991223,0.0001800434,0.00007840235,0.0003885922,0.0001053964,0.0001252279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003833189,0.0006663526,0.3160682,0.001688631,0.001355714,0.0000440988,0.0000494362,0.00002540934,0.0003591539,0.1093465,0.3430581,0.2235052],"study_design_scores_gemma":[0.002576612,0.0002699578,0.7233319,0.0009127344,0.0003879957,0.00002660287,0.00009998165,0.00009715954,0.00004576148,0.007899531,0.2642517,0.0001000302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6359249,0.02264513,0.004398256,0.3220399,0.001628762,0.004309091,0.007737468,0.0001386533,0.001177804],"genre_scores_gemma":[0.9919756,0.0005788609,0.001092467,0.005423033,0.000649628,0.00009001436,0.00002012198,0.000008776841,0.0001615108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072638,"threshold_uncertainty_score":0.249114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03965687142994059,"score_gpt":0.3278557651712164,"score_spread":0.2881988937412758,"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."}}