{"id":"W4286213099","doi":"10.3390/antibiotics11070974","title":"Antimicrobial Resistance in the Environment: Towards Elucidating the Roles of Bioaerosols in Transmission and Detection of Antibacterial Resistance Genes","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto; Western University; University of Guelph; Public Health Ontario; Institut universitaire de cardiologie et de pneumologie de Québec; Centre de Géomatique du Québec; Public Health Agency of Canada; Institut de Recherche et de Développement en Agroenvironnement; University of Saskatchewan; Université de Montréal; Université Laval","funders":"National Institute of Environmental Health Sciences; Natural Resources Canada; Sentinelle Nord, Université Laval; Natural Sciences and Engineering Research Council of Canada; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Parks Canada; Fonds de Recherche du Québec - Santé; Compute Canada","keywords":"Indoor bioaerosol; Antibiotic resistance; Resistance (ecology); Agriculture; Airborne transmission; Biotechnology; One Health; Resistome; Public health; Transmission (telecommunications); Multidisciplinary approach; Environmental biotechnology; Environmental health; Environmental planning; Biology; Infectious disease (medical specialty); Medicine; Microbial ecology; Bacteria; Antibiotics; Ecology; Disease; Environmental science; Microbiology; Engineering; Genetics; Sociology; Integron; Social science; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009343285,0.0005598561,0.0006472915,0.00107071,0.000554528,0.001959169,0.0004900999,0.001219315,0.0005282686],"category_scores_gemma":[0.0006024414,0.0002027672,0.0005042242,0.001090282,0.0009351163,0.001651111,0.000985394,0.0008809357,0.0002487914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757172,"about_ca_system_score_gemma":0.00232982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02536288,"about_ca_topic_score_gemma":0.03279187,"domain_scores_codex":[0.9993461,0.0001668495,0.00002749494,0.0001434085,0.0002223859,0.00009371455],"domain_scores_gemma":[0.9996293,0.0001118055,0.00007848057,0.0000258146,0.0001253125,0.00002920227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001659127,0.0002447027,0.04543013,0.002284814,0.00007958393,0.0003895565,0.0008917399,0.003997074,0.8139341,0.005937796,0.0003563258,0.1262884],"study_design_scores_gemma":[0.00002095167,0.001501872,0.2663372,0.001042682,0.0003096508,0.001483169,0.005523253,0.01618077,0.6178687,0.01367355,0.0759034,0.000154856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038382,0.1105236,0.06520917,0.002741487,0.0001190087,0.0002555962,0.001642881,0.0001752218,0.01549483],"genre_scores_gemma":[0.8775918,0.06777065,0.04892506,0.0006521014,0.00005834169,0.000116185,0.0007521305,0.00003858604,0.004095002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02536288,"threshold_uncertainty_score":0.05043048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474487746080018,"score_gpt":0.2400257433903483,"score_spread":0.2252808659295481,"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."}}