{"id":"W3111267662","doi":"10.1186/s13756-020-00863-x","title":"Evaluation of the health and healthcare system burden due to antimicrobial-resistant Escherichia coli infections in humans: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Medical microbiology; Medicine; Antimicrobial drug; Antimicrobial; Meta-analysis; Escherichia coli; Health care; Antibiotic resistance; Drug resistance; Intensive care medicine; Microbiology; Antibiotics; Biology; Virology; Internal medicine","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":[0.002319845,0.0005530923,0.004990361,0.0002423916,0.0002694798,0.0001014041,0.0001935178,0.0003064738,0.000004814175],"category_scores_gemma":[0.0006512633,0.0004022406,0.0008327279,0.001012481,0.0001479824,0.00001911017,0.0001340943,0.000271383,0.000001630166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948236,"about_ca_system_score_gemma":0.0007166154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005033106,"about_ca_topic_score_gemma":0.004157697,"domain_scores_codex":[0.9942498,0.002561127,0.001650245,0.0008811045,0.000329228,0.0003285451],"domain_scores_gemma":[0.9971772,0.00008983937,0.001410475,0.0006897805,0.0004553193,0.0001773176],"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":[0.00007656714,0.0000689386,0.00008256323,0.9654089,0.03130807,0.000003234855,0.0001087111,0.00001100776,0.0007450121,0.0001111443,0.001323701,0.0007521211],"study_design_scores_gemma":[0.001635479,0.0005414211,0.0003335793,0.1260788,0.7761324,0.00007915438,0.00008717229,0.00002994319,0.00005620255,0.000005747955,0.09369428,0.001325775],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001439304,0.9902043,0.0002417647,0.001211945,0.00009111929,0.00636991,0.000397717,0.00001626143,0.00002767023],"genre_scores_gemma":[0.05522203,0.9430246,0.00005702057,0.00114032,0.0000582435,0.0003063827,0.00006994268,0.00004729662,0.00007418705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8393301,"threshold_uncertainty_score":0.9998429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496183961342678,"score_gpt":0.3280031679222717,"score_spread":0.2930413283088449,"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."}}