{"id":"W2109902500","doi":"10.1016/s0140-6736(03)14897-0","title":"Effect of ultraviolet germicidal lights installed in office ventilation systems on workers' health and wellbeing: double-blind multiple crossover trial","year":2003,"lang":"en","type":"article","venue":"The Lancet","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; St. Mary's University; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Ventilation (architecture); Odds ratio; Sick building syndrome; Crossover study; Emergency medicine; Indoor air quality; Environmental health; Internal medicine; Pathology; Environmental engineering","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":[0.001471834,0.0001127485,0.0003314111,0.0000229088,0.0001088573,0.00003172411,0.000132135,0.00007429879,0.00002581316],"category_scores_gemma":[0.00005695971,0.00007607591,0.00003771371,0.0001335282,0.00009972443,0.00007198795,0.00002431876,0.0001711167,0.00002831202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007793143,"about_ca_system_score_gemma":0.00001813206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009064141,"about_ca_topic_score_gemma":0.0002850733,"domain_scores_codex":[0.9986815,0.000450773,0.0002761126,0.0001877191,0.0001700537,0.0002337888],"domain_scores_gemma":[0.9993497,0.0002090212,0.0001555164,0.0002391831,0.000003277763,0.00004335033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8715761,0.0006965856,0.058254,0.0005658934,0.00006758347,0.00001115731,0.0104059,0.01685482,0.03090922,0.003020298,0.005389515,0.002248887],"study_design_scores_gemma":[0.8198622,0.006425548,0.03595705,0.001012266,0.00005837937,0.00003334945,0.0006849836,0.0008052171,0.07735526,0.0001642173,0.05669547,0.0009459915],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961208,0.00007483084,0.00001627504,0.0001237981,0.0002605673,0.001039195,0.000008520569,0.00001219436,0.002343847],"genre_scores_gemma":[0.9995099,0.00001459925,0.0000165522,0.0001326861,0.00009058122,0.00001570843,0.000009632083,0.000007800771,0.0002025311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171389,"threshold_uncertainty_score":0.3102285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687284649424464,"score_gpt":0.2909407845735193,"score_spread":0.2640679380792746,"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."}}