{"id":"W4212887860","doi":"10.1080/02786826.2022.2040729","title":"Efficacy of aerosol reduction measures for dental aerosol generating procedures","year":2022,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Aerosol; Environmental science; Air purifier; Particle (ecology); Medicine; Chemistry; Engineering; Geology","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":[0.001747567,0.0004918857,0.0006177056,0.0005270824,0.0003044603,0.0004731423,0.0006129237,0.0004724683,0.001059947],"category_scores_gemma":[0.004282509,0.0001717228,0.0006176055,0.0001644807,0.0003705351,0.0003309519,0.0004296258,0.000439488,0.000232095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755036,"about_ca_system_score_gemma":0.0004688757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006182857,"about_ca_topic_score_gemma":0.000764798,"domain_scores_codex":[0.9967915,0.001107333,0.000211977,0.0002782006,0.001459723,0.0001512066],"domain_scores_gemma":[0.9975252,0.00114719,0.0006106131,0.0002120224,0.0004060672,0.00009891685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009611581,0.005503463,0.02777912,0.002273298,0.0003254007,0.0002978262,0.0006325708,0.002561151,0.414824,0.000313136,0.0008898641,0.5349886],"study_design_scores_gemma":[0.0007199771,0.1152672,0.2089256,0.00036462,0.001004573,0.001595262,0.0009049787,0.01157941,0.6419829,0.0003600182,0.01715208,0.0001434781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809321,0.008787308,0.007097679,0.000184745,0.0001195844,0.0004914548,0.000083935,0.0001430253,0.002160166],"genre_scores_gemma":[0.9839854,0.00245632,0.01222005,0.0001205911,0.0001080878,0.0001488605,0.0001172134,0.00002271281,0.0008208397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747567,"threshold_uncertainty_score":0.009242117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679647944150021,"score_gpt":0.3233292768181544,"score_spread":0.2965327973766542,"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."}}