{"id":"W4313529154","doi":"10.1016/j.onehlt.2023.100482","title":"Household-level risk factors for water contamination and antimicrobial resistance in drinking water among households with children under 5 in rural San Marcos, Cajamarca, Peru","year":2023,"lang":"en","type":"article","venue":"One Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; UBS Optimus Foundation; Grand Challenges Canada","keywords":"Contamination; Antibiotic resistance; Environmental health; Veterinary medicine; Sulfamethoxazole; Geography; Toxicology; Medicine; Biology; Antibiotics; Ecology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599771,0.00023157,0.0003763052,0.0003867277,0.0002956754,0.0001161987,0.0001219227,0.000117656,0.000006927571],"category_scores_gemma":[0.000009508501,0.0001678286,0.00004198666,0.0002242362,0.00008674215,0.000336234,0.00005349669,0.0002969423,0.000002703911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871074,"about_ca_system_score_gemma":0.0000201025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007166158,"about_ca_topic_score_gemma":0.043825,"domain_scores_codex":[0.9980286,0.0001818146,0.0004257312,0.0004151966,0.000200894,0.0007476988],"domain_scores_gemma":[0.99951,0.00007068431,0.00008965919,0.0001908322,0.00002934399,0.0001094025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000511207,0.0001406236,0.9912187,0.0002000235,0.00001409635,0.000003172703,0.006267692,0.00008697763,0.000624643,0.00001994778,0.0005816099,0.0003312691],"study_design_scores_gemma":[0.004320673,0.0001265858,0.9802226,0.0004583359,0.00001201618,0.000003135699,0.0002618382,0.00006500266,0.01392433,0.0002783849,0.00006089091,0.0002662281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929717,0.00003538937,0.00009323723,0.005249041,0.0001553596,0.001180909,0.0001618048,0.0001417123,0.00001086929],"genre_scores_gemma":[0.9982203,0.00009633314,0.0002140778,0.0005024328,0.00009033341,0.00004050945,0.0006670897,0.00007571023,0.00009321891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665884,"threshold_uncertainty_score":0.9994452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982842320675749,"score_gpt":0.2629423215255252,"score_spread":0.2331138983187677,"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."}}