{"id":"W4409462282","doi":"10.1021/acs.est.4c12108","title":"Emission Dynamics and Public Health Implications of Airborne Pathogens and Antimicrobial Resistance from Urban Waste Collection Facilities","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Antibiotic resistance; Public health; Environmental science; Resistance (ecology); Antimicrobial; Waste management; Environmental health; Environmental engineering; Environmental planning; Engineering; Microbiology; Biology; Medicine; Ecology; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001498578,0.00006449507,0.0001348828,0.0003533969,0.0003243225,0.00001088209,0.00004917057,0.00007234286,0.0000131822],"category_scores_gemma":[0.00004288815,0.00006155793,0.0000149369,0.0005065656,0.0008855431,0.00009257514,0.00007631497,0.00008436985,5.978303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797586,"about_ca_system_score_gemma":0.00008580531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004552072,"about_ca_topic_score_gemma":0.0000906247,"domain_scores_codex":[0.9993306,0.00001342092,0.0001725352,0.0002488829,0.00007980821,0.0001547452],"domain_scores_gemma":[0.9996903,0.00001381711,0.00008212758,0.0001516858,0.00001219638,0.00004990433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003456028,0.0001285361,0.522336,0.000031844,0.00001145871,3.742034e-7,0.0002364181,0.000001832074,0.4453416,0.003793376,0.0002248066,0.02785915],"study_design_scores_gemma":[0.0009925986,0.0002141113,0.9523045,0.00007860943,0.00002278238,0.00001805997,0.002100877,0.002679321,0.03727416,0.001146981,0.0030594,0.0001086359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813353,0.0003239747,0.007995605,0.009648372,0.00005583116,0.0002254091,0.00006648585,0.00003843327,0.0003105222],"genre_scores_gemma":[0.9982204,0.0002104058,0.0004396275,0.0001011365,0.000006784923,0.00001016376,0.00002187139,0.000002510253,0.0009871224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299684,"threshold_uncertainty_score":0.326282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063633277512396,"score_gpt":0.2294074136380996,"score_spread":0.22304408588686,"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."}}