{"id":"W2810906870","doi":"10.1371/journal.pone.0199684","title":"Prevalence and determinants of diarrhea among under-five children in Ethiopia: A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Diarrhea; Meta-analysis; Cochrane Library; Subgroup analysis; Population; Observational study; CINAHL; MEDLINE; Systematic review; Pediatrics; Environmental health; Demography; Internal medicine; Psychological intervention; Psychiatry; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008137096,0.0004380093,0.008663891,0.0004787129,0.0000528791,0.00005858261,0.0003201917,0.0002470499,0.00004927011],"category_scores_gemma":[0.0002922274,0.0003084278,0.0007925556,0.0007013766,0.0001760144,0.0001573066,0.000139314,0.000317747,0.000007042971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004476205,"about_ca_system_score_gemma":0.00001435171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009172274,"about_ca_topic_score_gemma":0.0001364394,"domain_scores_codex":[0.9963625,0.0009688344,0.00145855,0.0006142573,0.0003656744,0.0002301769],"domain_scores_gemma":[0.9977376,0.0003890741,0.001015616,0.0006505742,0.0001025183,0.0001046511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002226547,0.0002488708,0.001484579,0.9655107,0.03261331,0.000001672348,0.00007007366,7.58615e-9,2.553458e-8,0.000001305262,0.0000062521,0.00006095759],"study_design_scores_gemma":[0.0001099219,0.00004287463,0.0009138485,0.2895112,0.709128,0.000009926452,0.000001355097,0.000003847332,0.000008796483,0.00002280557,0.00000463962,0.0002427873],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0035517,0.9917329,9.893041e-7,0.0001059871,0.00001025381,0.004370356,0.0001954551,0.0000200715,0.00001228151],"genre_scores_gemma":[0.001311448,0.9978439,0.00009398829,0.0001732447,0.00002347972,0.0003599098,0.00003174015,0.00003689677,0.0001254016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6765147,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228429564750581,"score_gpt":0.3357746033610199,"score_spread":0.2129316468859618,"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."}}