{"id":"W4385991482","doi":"10.1039/d3ew00278k","title":"<i>Legionella pneumophila</i> occurrence in reduced-occupancy buildings in 11 cities during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; Royal Society; Horace H. Rackham School of Graduate Studies, University of Michigan; University of Pittsburgh; University of Michigan; Purdue University; Arizona State University; Water Research Foundation; Royal Society of Chemistry; National Science Foundation","keywords":"Pandemic; Legionella pneumophila; Legionella; Coronavirus disease 2019 (COVID-19); Occupancy; 2019-20 coronavirus outbreak; Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Medicine; Biology; Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101125,0.0003404073,0.0002331805,0.0008120183,0.0007406899,0.0008897794,0.0004014452,0.0005644097,0.0008397771],"category_scores_gemma":[0.000558457,0.0003818668,0.0003859735,0.0009536022,0.000600808,0.0004219046,0.000773158,0.0004969822,0.0001684898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201722,"about_ca_system_score_gemma":0.0006772029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07030642,"about_ca_topic_score_gemma":0.1134683,"domain_scores_codex":[0.9995302,0.0001023241,0.00003637173,0.0001114978,0.00006701126,0.0001526608],"domain_scores_gemma":[0.9991735,0.0000657387,0.0003639646,0.00004660522,0.0001500204,0.0002001025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044633,0.00002574145,0.9975203,0.0000116375,0.00002257275,0.00005747538,0.0003315042,0.0001444261,0.000928774,0.00001169482,0.0001189223,0.0007224627],"study_design_scores_gemma":[0.0000017447,0.0000634571,0.9987442,0.000004666468,0.000007123092,0.00003542089,0.0007842185,0.00007452079,0.0001812428,0.000003442617,0.00009535019,0.000004486098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992229,0.00003838276,0.00004341823,0.00001493588,0.000002201734,0.00000679564,0.0004825706,0.00000294034,0.0001859399],"genre_scores_gemma":[0.999378,0.00002792023,0.00005902805,0.00001183104,0.000002484245,0.000009141173,0.0004017471,0.000001600969,0.0001082263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07030642,"threshold_uncertainty_score":0.1397944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212389632144057,"score_gpt":0.3365450771440969,"score_spread":0.2944211808226563,"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."}}