{"id":"W4386592157","doi":"10.1017/ice.2023.206","title":"Negative-pressure rooms and <i>Aspergillus</i> risk—Air balance alone is insufficient","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Content (measure theory); Action (physics); Balance (ability); Aspergillus; Computer science; Medicine; Microbiology; Biology; Mathematics; Physical therapy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056278,0.0002279717,0.0006943996,0.0001977877,0.0003122266,0.00001234502,0.00002821548,0.0002556209,0.00007076326],"category_scores_gemma":[0.001576164,0.0001873559,0.0001428757,0.0002776104,0.0002112896,0.0001429681,0.00003945132,0.0003550197,0.00009073789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002642163,"about_ca_system_score_gemma":0.00002477685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009734551,"about_ca_topic_score_gemma":0.00003703756,"domain_scores_codex":[0.9982405,0.000296306,0.0004843184,0.0004885895,0.0001046516,0.0003856099],"domain_scores_gemma":[0.998348,0.0008344741,0.0002760565,0.0001871722,0.0001676895,0.0001866276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002407301,0.0001133381,0.9818731,0.00005665357,0.0002452417,0.000006636687,0.0002281156,0.001580196,0.0001684046,0.0005598034,0.005970003,0.008957801],"study_design_scores_gemma":[0.003779363,0.0008866583,0.8303851,0.0000283614,0.0002006566,0.00004674472,0.00001957093,0.1138893,0.00003569089,0.001209652,0.04935005,0.0001687659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610397,0.001682169,0.01711624,0.01699465,0.001019205,0.0007858955,0.00006974448,0.0004008924,0.0008915145],"genre_scores_gemma":[0.9917727,0.001731319,0.00005228783,0.005234884,0.0004270197,0.00008109253,0.0000289405,0.00001903254,0.0006527244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514879,"threshold_uncertainty_score":0.764015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318265126226988,"score_gpt":0.2806770526638247,"score_spread":0.2674944014015548,"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."}}