{"id":"W3198575889","doi":"10.17509/jare.v3i1.31309","title":"COVID-19 DISSEMINATION ASSESSMENT THROUGH NATURAL VENTILATION IN HOSPITAL PATIENT ROOM BY CFD ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Journal of Architectural Research and Education","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Airflow; Natural ventilation; Computational fluid dynamics; Ventilation (architecture); Environmental science; Inlet; Contamination; Marine engineering; Coronavirus disease 2019 (COVID-19); Confined space; Airborne transmission; Meteorology; Engineering; Mechanical engineering; Aerospace engineering; Medicine; Geography","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":[0.000347642,0.0003700442,0.0002875323,0.0005449836,0.0002540585,0.0008401373,0.0002735307,0.0005870985,0.0007657088],"category_scores_gemma":[0.001144528,0.0001631197,0.0005506838,0.0002649316,0.0003296492,0.0005639693,0.0004222768,0.0002504459,0.0001399987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912364,"about_ca_system_score_gemma":0.0005735609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847011,"about_ca_topic_score_gemma":0.002829513,"domain_scores_codex":[0.9996673,0.00007744317,0.00002433351,0.00006922253,0.0001097474,0.00005197454],"domain_scores_gemma":[0.9995816,0.0002151698,0.00004904556,0.00002834806,0.0001005308,0.00002519781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00080833,0.0004132057,0.1710588,0.0007343736,0.0001272665,0.001856219,0.001000021,0.5190597,0.2038945,0.003042752,0.00193137,0.09607351],"study_design_scores_gemma":[0.0000322947,0.0004294334,0.03722884,0.00006002727,0.00007313694,0.0006129059,0.0007388243,0.9025664,0.05459179,0.0009682046,0.002594351,0.0001038917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321451,0.0007964774,0.06276172,0.0001845174,0.00006302301,0.000101617,0.0004086442,0.0003126846,0.003226124],"genre_scores_gemma":[0.99004,0.0002396761,0.00895917,0.00002312587,0.000008260768,0.00002603252,0.000154099,0.00001273347,0.0005368432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003847011,"threshold_uncertainty_score":0.007649243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986248678924081,"score_gpt":0.4243061059316851,"score_spread":0.4044436191424443,"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."}}