{"id":"W3195498539","doi":"10.1111/jam.15262","title":"Direct and quantitative capture of viable bacteriophages from experimentally contaminated indoor air: A model for the study of airborne vertebrate viruses including SARS‐CoV‐2","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa; Credit Valley Hospital","funders":"","keywords":"HEPA; Norovirus; Bacterial virus; Bacteriophage MS2; Airborne transmission; Bacteriophage; Human decontamination; Contamination; Indoor air; Air filter; Human health; Environmental science; Biology; Virus; Coronavirus disease 2019 (COVID-19); Virology; Waste management; Environmental engineering; Infectious disease (medical specialty); Ecology","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":[0.0002262703,0.0001064626,0.0005318517,0.00007937539,0.00005900313,0.000005263546,0.00004876895,0.00008287739,0.00001459557],"category_scores_gemma":[0.00004549478,0.00007034439,0.0000827254,0.00008068266,0.00006921162,0.00004733805,0.00003818249,0.0001195407,3.092577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003147444,"about_ca_system_score_gemma":0.00009570586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004775217,"about_ca_topic_score_gemma":0.00009156579,"domain_scores_codex":[0.999216,0.00004938301,0.0004714022,0.0001214308,0.00004476041,0.00009702246],"domain_scores_gemma":[0.9988053,0.0002519192,0.0005144597,0.00008587086,0.0003230026,0.00001944862],"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":[0.002680644,0.0004077129,0.0008790628,0.00002828142,0.0007006954,0.000005599949,0.003893006,0.0002337711,0.9907959,0.00007647949,0.00008871649,0.0002101865],"study_design_scores_gemma":[0.007109317,0.001004654,0.004075836,0.00006746314,0.0004372586,0.00004367295,0.005114517,0.003005309,0.9788859,0.00004655212,0.0001406763,0.00006881238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938313,0.0009000304,0.004556576,0.0000593477,0.0001221133,0.0004122927,0.0000533144,0.000004198959,0.00006076552],"genre_scores_gemma":[0.9986143,0.00003822898,0.001010168,0.0002490921,0.00003230697,0.00001188951,0.00001430842,0.0000104229,0.00001927266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190991,"threshold_uncertainty_score":0.2868561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885656984622966,"score_gpt":0.3134082303038802,"score_spread":0.2745516604576505,"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."}}