{"id":"W7111196562","doi":"10.1371/journal.pntd.0013393.s001","title":"Quality assessment of 34 included studies.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diarrhea; Quality assessment; MEDLINE; Epidemiology; Developing country; Developed country; Systematic review; Meta-analysis","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":[0.07719228,0.004177336,0.020329,0.0318597,0.002424837,0.007887517,0.005710077,0.00512987,0.04531913],"category_scores_gemma":[0.3053088,0.002552387,0.029561,0.02823315,0.002587038,0.00539492,0.005208607,0.003502833,0.003865286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327646,"about_ca_system_score_gemma":0.01972258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546818,"about_ca_topic_score_gemma":0.01915956,"domain_scores_codex":[0.8220132,0.04358723,0.09925456,0.01061758,0.02148909,0.003038379],"domain_scores_gemma":[0.8014305,0.1067149,0.05300317,0.008751578,0.02834295,0.001756884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001174686,0.00002631056,0.003562715,0.9336291,0.03180942,0.0001699166,0.0004188774,0.0003176287,0.0002078977,0.0005806908,0.009408084,0.01869465],"study_design_scores_gemma":[0.004531054,0.0003364065,0.0213352,0.7040339,0.1916634,0.0004835222,0.0006052625,0.0008036917,0.0008181055,0.003772934,0.07140987,0.0002066718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01397617,0.4648328,0.0178246,0.007945777,0.00463981,0.1749294,0.2963542,0.002037409,0.01745987],"genre_scores_gemma":[0.1700855,0.158401,0.03107815,0.008294258,0.0008325835,0.5722758,0.05135807,0.001152125,0.006522611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07719228,"threshold_uncertainty_score":0.4082367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128287450469784,"score_gpt":0.4766360804153563,"score_spread":0.3483486299455723,"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."}}