{"id":"W2069586371","doi":"10.2166/wh.2007.043","title":"Estimation of endotoxin inhalation from shower and humidifier exposure reveals potential risk to human health","year":2007,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humidifiers; Aerosolization; Inhalation; Inhalation exposure; Bioaerosol; Tap water; Water disinfection; Medicine; Mist; Shower; Environmental science; Toxicology; Environmental engineering; Aerosol; Anesthesia; Chemistry; Biology; Meteorology","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":[0.001018427,0.00008196991,0.0003005257,0.0001406469,0.00008669869,0.0000133255,0.00005333922,0.00007303612,0.00001612703],"category_scores_gemma":[0.00004212883,0.00005536723,0.00003545716,0.00004007052,0.00001546309,0.00009420039,0.0000282998,0.0002172103,4.868816e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004760236,"about_ca_system_score_gemma":0.00001745862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002283738,"about_ca_topic_score_gemma":0.00001749227,"domain_scores_codex":[0.9989219,0.0000249109,0.0006145895,0.00009069344,0.0001562688,0.0001916531],"domain_scores_gemma":[0.9994254,0.00002879611,0.0002488754,0.00007879378,0.00004829375,0.0001699001],"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":[0.0002548518,0.0001091541,0.01998442,0.0003476582,0.0000774233,0.00001075542,0.005326139,0.002195104,0.7824035,0.0001770605,0.001637908,0.1874761],"study_design_scores_gemma":[0.005957854,0.003319502,0.3705347,0.001207424,0.00008698827,0.0001228854,0.001667452,0.005194436,0.5973919,0.01278699,0.001208108,0.0005217397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587873,0.0007084656,0.03801805,0.002268244,0.0000787759,0.00009503137,0.000008169537,0.00001736129,0.00001855495],"genre_scores_gemma":[0.9952295,0.0002346171,0.004210704,0.0001606455,0.0001175406,4.859453e-7,0.000005433095,0.000007835323,0.00003326987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505503,"threshold_uncertainty_score":0.225781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046611472649155,"score_gpt":0.3041984765765376,"score_spread":0.283732361850046,"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."}}