{"id":"W4284699000","doi":"10.1371/journal.pgph.0000552","title":"The impact of heating, ventilation, and air conditioning design features on the transmission of viruses, including the 2019 novel coronavirus: A systematic review of ventilation and coronavirus","year":2022,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Ventilation (architecture); HVAC; Airborne transmission; Transmission (telecommunications); Airflow; Coronavirus; Environmental science; Medicine; Coronavirus disease 2019 (COVID-19); Air conditioning; Computer science; Engineering; Mechanical engineering; Internal medicine","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":[0.007675446,0.001185969,0.005860633,0.007487363,0.0005688152,0.002447082,0.001452534,0.001504432,0.003889493],"category_scores_gemma":[0.03039795,0.0007704242,0.007513607,0.007072068,0.000696444,0.001722671,0.001277404,0.000939639,0.0002996035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061259,"about_ca_system_score_gemma":0.01007645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009837708,"about_ca_topic_score_gemma":0.02928224,"domain_scores_codex":[0.9918058,0.002830621,0.003138716,0.0005443127,0.001467252,0.0002132664],"domain_scores_gemma":[0.974736,0.01963853,0.003520251,0.0002706665,0.001660038,0.000174619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001409391,0.00001407181,0.0006265268,0.9541986,0.005744187,0.00007023871,0.0001594652,0.0001008722,0.0001721928,0.0001880008,0.0009675805,0.03761728],"study_design_scores_gemma":[0.0001324649,0.0002721957,0.004389654,0.9139038,0.05893133,0.0003254349,0.0002404378,0.00009968298,0.0002019737,0.0003221688,0.02114769,0.00003309662],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001156222,0.9976804,0.0001090968,0.0002129004,0.00007184554,0.0001755099,0.0003177174,0.00000486125,0.0002713021],"genre_scores_gemma":[0.0132596,0.9850014,0.0005563326,0.0004190404,0.00005647325,0.0003689975,0.0002119255,0.000004793397,0.0001212633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009837708,"threshold_uncertainty_score":0.04059207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1952589059037599,"score_gpt":0.4253189790668301,"score_spread":0.2300600731630703,"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."}}