{"id":"W4306700233","doi":"10.1111/ina.13110","title":"The effect of air purifiers and curtains on aerosol dispersion and removal in multi‐patient hospital rooms","year":2022,"lang":"en","type":"article","venue":"Indoor Air","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Fraser Health Authority; Mitacs","keywords":"Aerosol; Air purifier; Settling; Environmental science; Dispersion (optics); Particle (ecology); Waste management; Environmental engineering; Nuclear engineering; Meteorology; Physics; Inlet; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190781,0.00007360055,0.00013221,0.00006238482,0.0001614855,0.000004057169,0.0000219016,0.00002913164,0.000007827811],"category_scores_gemma":[0.00008354065,0.00004901025,0.00004183905,0.00008670401,0.00004137785,0.00003272218,0.00003964216,0.0001706417,0.000001077863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005657906,"about_ca_system_score_gemma":0.0000119338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006613176,"about_ca_topic_score_gemma":0.00001538619,"domain_scores_codex":[0.999379,0.00008964363,0.0001378218,0.0001298616,0.0001592568,0.0001044527],"domain_scores_gemma":[0.9996865,0.0001063286,0.00006162658,0.00009454954,0.00001553078,0.00003542324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003876345,0.0004175243,0.8626542,0.0001123894,0.00007925998,0.00008439144,0.002863941,0.001236187,0.004423045,0.0001391064,0.0004656617,0.1236479],"study_design_scores_gemma":[0.01362411,0.01499946,0.9219341,0.0001302681,0.00008747958,0.00009754491,0.0009515497,0.02737166,0.01256354,0.00001725795,0.008004161,0.0002188509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980891,0.0001622053,0.00003521837,0.0006703105,0.0002644697,0.0005606322,0.00000528291,0.00001311128,0.00019965],"genre_scores_gemma":[0.9996969,0.00001350944,0.00001013536,0.00008608917,0.00002465179,0.00004227098,0.000007038386,0.000007172365,0.0001122044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234291,"threshold_uncertainty_score":0.199858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005181631310673994,"score_gpt":0.2382720364117204,"score_spread":0.2330904051010464,"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."}}