{"id":"W3115915541","doi":"10.1155/2020/3842506","title":"Simulation-Based Rapid Development and Implementation of a Novel Barrier Enclosure for Use in COVID-19 Patients: The SplashGuard CG","year":2020,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Institut TransMedTech; Centre hospitalier universitaire Sainte-Justine; Ministère de la Santé et des Services sociaux; Ministère de la Santé; Tokyo Women's Medical University; Polytechnique Montréal","keywords":"Personal protective equipment; Medicine; Medical emergency; Intubation; Coronavirus disease 2019 (COVID-19); Respirator; Health care; Economic shortage; Pandemic; Infection control; Ventilation (architecture); Intensive care medicine; Mechanical ventilation; Surgery; Pathology; Mechanical engineering; Disease; Infectious disease (medical specialty); Engineering","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":[0.00104233,0.0009800839,0.0005346274,0.0003666166,0.0003294167,0.0006118011,0.001323387,0.0008426211,0.004862966],"category_scores_gemma":[0.001935158,0.0003397373,0.0009502685,0.0001334182,0.0003404818,0.0003115334,0.0008922737,0.0005432887,0.0004934698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669304,"about_ca_system_score_gemma":0.001426841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030934,"about_ca_topic_score_gemma":0.00298332,"domain_scores_codex":[0.9996284,0.0001464409,0.00003255665,0.0000551724,0.00009000503,0.00004749803],"domain_scores_gemma":[0.999353,0.0003498243,0.00005625188,0.000056706,0.00009901224,0.00008529318],"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":[0.001727863,0.001786517,0.02937524,0.001077343,0.0001373413,0.001783831,0.001084317,0.7954596,0.03514118,0.001813188,0.004647884,0.1259657],"study_design_scores_gemma":[0.0005828688,0.003240322,0.006288556,0.0001770006,0.0001646858,0.0005655519,0.0003121482,0.9583492,0.01716713,0.0008594736,0.0121916,0.0001014442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658216,0.0008357684,0.321664,0.0006409104,0.0002954608,0.002618879,0.001051577,0.003620911,0.01105655],"genre_scores_gemma":[0.8102597,0.0005334828,0.1843414,0.0001255024,0.00002439638,0.001428924,0.0006529141,0.0001694786,0.002464158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004862966,"threshold_uncertainty_score":0.01626825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20251505062153,"score_gpt":0.5015647492082934,"score_spread":0.2990496985867634,"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."}}