{"id":"W4413313102","doi":"10.1371/journal.pntd.0013393","title":"Burden of Shigella among children with diarrhea in the Americas: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"PLoS neglected tropical diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Washington; Bill and Melinda Gates Foundation","keywords":"Shigella; Diarrhea; Meta-analysis; Shigellosis; Medicine; Environmental health; Dysentery; Systematic review; Neglected tropical diseases; MEDLINE; Virology; Pediatrics; Microbiology; Biology; Public health; Internal medicine; Salmonella","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01331219,0.003233803,0.02081439,0.009585385,0.0006468897,0.003226697,0.002167491,0.00207512,0.003143994],"category_scores_gemma":[0.03243775,0.001952412,0.04282688,0.009988171,0.0006552709,0.001640197,0.001540178,0.001560391,0.0002807367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003428266,"about_ca_system_score_gemma":0.005154129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113424,"about_ca_topic_score_gemma":0.0217925,"domain_scores_codex":[0.990283,0.004717377,0.002667395,0.0009931803,0.0009976543,0.0003414269],"domain_scores_gemma":[0.9800701,0.01448483,0.002891446,0.0004895436,0.001812544,0.0002515531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00115976,0.00002267942,0.00647339,0.3279815,0.6531141,0.0001900127,0.00007555546,0.000762238,0.0001642765,0.0001001784,0.0006606517,0.009295776],"study_design_scores_gemma":[0.0004147526,0.000138785,0.004107006,0.0231073,0.9704968,0.0001301917,0.00004354949,0.0002096183,0.00008800536,0.0001169457,0.001125596,0.00002139891],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006051695,0.9916474,0.0005328323,0.0002009123,0.0001095728,0.0003218966,0.0008666355,0.00002838181,0.0002406934],"genre_scores_gemma":[0.1558956,0.8381901,0.002547012,0.0005857598,0.0001907692,0.001320714,0.0009881931,0.00002620293,0.0002555761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02081439,"threshold_uncertainty_score":0.07040244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716698729894924,"score_gpt":0.3153674847505177,"score_spread":0.2882004974515685,"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."}}