{"id":"W3048849061","doi":"10.1038/s41598-020-70741-4","title":"Antibiotic use and hygiene interact to influence the distribution of antimicrobial-resistant bacteria in low-income communities in Guatemala","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Washington State University","keywords":"Hygiene; Antibiotics; Antibiotic resistance; Antimicrobial; Odds ratio; Medicine; Environmental health; Sanitation; Microbiology; Veterinary medicine; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007161634,0.0003441912,0.0003744619,0.001040943,0.000739889,0.0008154736,0.0005463431,0.00052818,0.00106864],"category_scores_gemma":[0.004000477,0.0002851452,0.0003214709,0.001186793,0.001295666,0.0003682207,0.001362801,0.0003771172,0.0001261745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328229,"about_ca_system_score_gemma":0.0009121521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1110673,"about_ca_topic_score_gemma":0.1591987,"domain_scores_codex":[0.9985722,0.000850908,0.00004757049,0.0001556616,0.00009622792,0.0002773301],"domain_scores_gemma":[0.9979088,0.0006311134,0.0009109809,0.0001024692,0.0001210762,0.0003254806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005639914,0.00002329779,0.9965999,0.00001921259,0.00003616794,0.0001128982,0.0009228457,0.00003140621,0.0004681464,0.00002135709,0.00005240014,0.001656001],"study_design_scores_gemma":[0.000001709281,0.00002873931,0.9992204,0.000006675627,0.00001302453,0.00005858163,0.0004662181,0.0001082511,0.00002759787,0.00001615681,0.00005045368,0.000002212807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995271,0.0001593279,0.00003585277,0.000115882,9.297992e-7,0.000004167735,0.00004107264,0.000003022532,0.0001126121],"genre_scores_gemma":[0.9997556,0.00006697531,0.00006939171,0.00003708724,0.000001876614,0.000006340929,0.00002374722,0.000001175202,0.00003795414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110673,"threshold_uncertainty_score":0.2208416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349643271202488,"score_gpt":0.2324948620778575,"score_spread":0.2189984293658326,"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."}}