{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588852,0.0001300344,0.0001811858,0.00003246044,0.000165604,0.00001369831,0.0003000687,0.00004141026,0.0001017918],"category_scores_gemma":[0.0000160942,0.00008911856,0.00004334727,0.0002645756,0.0004787908,0.000101865,0.0002109443,0.000207945,0.000001925111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005579568,"about_ca_system_score_gemma":0.000006511848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008491637,"about_ca_topic_score_gemma":0.0002350863,"domain_scores_codex":[0.9985689,0.000255627,0.0003697194,0.0002398198,0.0003312698,0.0002346542],"domain_scores_gemma":[0.999529,0.00008121689,0.0001537378,0.0002042871,0.000001256693,0.00003049672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001074294,0.0002069882,0.025639,0.00004729201,0.000004015628,0.000007469018,0.001375602,0.0003479341,0.9674698,0.00003031782,0.00001348974,0.004750633],"study_design_scores_gemma":[0.0005615853,0.00006623138,0.2396534,0.00006498817,0.00001575883,0.000005404882,0.0006639849,0.0002246541,0.7561607,0.0001431969,0.002303067,0.0001370276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979436,0.000413819,0.0001391013,0.0006024151,0.00004388373,0.0002577209,0.0000279888,0.000003903473,0.0005675522],"genre_scores_gemma":[0.9986386,0.000714441,0.0004475456,0.000125246,0.00001119985,4.464373e-7,0.00000430665,0.00000993814,0.00004833067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140144,"threshold_uncertainty_score":0.3634149,"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."}}