{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003410669,0.0003872976,0.000188365,0.0006421394,0.0002895358,0.0008351639,0.0002983257,0.0005867312,0.0007263148],"category_scores_gemma":[0.0004187476,0.0002193864,0.0003087979,0.0007225915,0.0002094657,0.0004979209,0.0007074283,0.0003425636,0.0001575949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218825,"about_ca_system_score_gemma":0.0004249253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150712,"about_ca_topic_score_gemma":0.01309909,"domain_scores_codex":[0.9997457,0.00005676562,0.00001376036,0.00005103805,0.00007110171,0.00006169577],"domain_scores_gemma":[0.9996111,0.00006738365,0.0001864524,0.00002039205,0.00009255352,0.00002208665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398785,0.0001658756,0.9334152,0.0001118149,0.00008139457,0.0006321117,0.0006886093,0.01389218,0.03337607,0.0004759093,0.000335198,0.01658577],"study_design_scores_gemma":[0.000005871645,0.0001791258,0.9622679,0.00003789106,0.00006874578,0.0002579483,0.002291387,0.02350383,0.009702701,0.0005656592,0.001095794,0.00002314609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988318,0.0001209796,0.0004993282,0.00005592799,0.000001273813,0.000004315057,0.0001655806,0.000006323824,0.0003144644],"genre_scores_gemma":[0.9990281,0.000202245,0.0003078285,0.00001485568,0.000002584191,0.0000058307,0.0002025063,0.000002884831,0.0002332185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150712,"threshold_uncertainty_score":0.02288032,"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."}}