{"id":"W2554606173","doi":"10.1371/journal.pmed.1002178","title":"Educational Outreach with an Integrated Clinical Tool for Nurse-Led Non-communicable Chronic Disease Management in Primary Care in South Africa: A Pragmatic Cluster Randomised Controlled Trial","year":2016,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Health Laboratory Service; U.S. Department of Health and Human Services","keywords":"Medicine; Outreach; Family medicine; Cluster randomised controlled trial; Public health; Disease management; Nursing; Disease; Intervention (counseling)","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":[0.002797571,0.0002797252,0.00130487,0.0003730848,0.00009062436,0.00003144696,0.0003953298,0.0001117002,0.0001456196],"category_scores_gemma":[0.002562345,0.0001483835,0.0001103148,0.0003734967,0.000188343,0.0003793746,0.00007966568,0.0002114621,0.00002644393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808691,"about_ca_system_score_gemma":0.0003638572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490873,"about_ca_topic_score_gemma":0.0002991882,"domain_scores_codex":[0.9969744,0.0002874717,0.001399298,0.0004259707,0.0002708766,0.0006419706],"domain_scores_gemma":[0.9971676,0.001517628,0.0004858778,0.0005207618,0.0002152457,0.00009283052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9223019,0.002813089,0.01475727,0.002940608,0.000418443,0.00001877018,0.001338659,0.0002162078,0.000006053513,0.004555847,0.04217732,0.008455771],"study_design_scores_gemma":[0.9394783,0.0005744419,0.01032866,0.001444986,0.0003519343,2.878408e-7,0.001441276,0.01501856,2.807879e-8,0.0006065436,0.03048203,0.0002729413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173005,0.0007711632,0.001045064,0.1278531,0.00119293,0.02701907,0.00002923282,0.0001285621,0.02466043],"genre_scores_gemma":[0.9812048,0.00005046442,0.0005294799,0.009910809,0.002219772,0.004948436,0.0004385494,0.00004376282,0.0006539464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639043,"threshold_uncertainty_score":0.6050903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078558040352035,"score_gpt":0.3271576994257259,"score_spread":0.2963721190222056,"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."}}