{"id":"W4414754299","doi":"10.1128/aem.00973-25","title":"Photoinactivation of influenza viruses by modulated indoor daylight spectrum and intensity","year":2025,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Mitacs","keywords":"Infectivity; Daylight; Virus; Transmission (telecommunications); Influenza A virus; Light intensity; Daylighting; Bacteriophage MS2","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001167527,0.0002779631,0.0001750256,0.00009508475,0.0001488938,0.0002630494,0.0002338835,0.0002605084,0.001121287],"category_scores_gemma":[0.000176384,0.0001160182,0.000375237,0.00008631343,0.0001937108,0.000218853,0.0002416771,0.0004073367,0.0001945062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070511,"about_ca_system_score_gemma":0.0001323065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009643137,"about_ca_topic_score_gemma":0.001274046,"domain_scores_codex":[0.9998804,0.00001418558,0.000004774626,0.00003768493,0.00002654424,0.00003630937],"domain_scores_gemma":[0.9999188,0.00002430808,0.00001975796,0.0000092511,0.00001798763,0.000009852085],"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":[0.00008333445,0.00001892351,0.0004405301,0.00006403058,0.000006241792,0.00001776185,0.00003214147,0.0001349055,0.997168,0.00004837165,0.00005939717,0.001926272],"study_design_scores_gemma":[0.000008021208,0.0003752566,0.008154431,0.00001043493,0.00001851969,0.00004876673,0.00007712129,0.001605979,0.9884164,0.00005641179,0.001215183,0.00001343561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942497,0.001034513,0.003137549,0.00003895728,0.00003844383,0.00001895835,0.0001645932,0.00005885971,0.001258408],"genre_scores_gemma":[0.9957818,0.0005807919,0.002419092,0.00007587791,0.000009908702,0.00003756953,0.000166721,0.00002054096,0.0009079163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001121287,"threshold_uncertainty_score":0.00375104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004686721488381343,"score_gpt":0.2088873110637162,"score_spread":0.2042005895753349,"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."}}