{"id":"W4417177542","doi":"10.1016/j.ejwf.2025.07.479","title":"475 - Orthodontic Bioaerosol Mitigation: A Non-Inferiority Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"Journal of the World Federation of Orthodontists","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Indoor bioaerosol; Bioaerosol; Randomized controlled trial; Saliva; Clinical trial; Coronavirus disease 2019 (COVID-19)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008783769,0.000199853,0.001107956,0.0002455831,0.0003918889,0.000335735,0.0006098789,0.0001414711,0.00039769],"category_scores_gemma":[0.009582295,0.0001405672,0.001399221,0.0005515838,0.00038365,0.0003259729,0.0001782105,0.0006868035,0.00003469001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158557,"about_ca_system_score_gemma":0.0009494989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006956529,"about_ca_topic_score_gemma":0.002898379,"domain_scores_codex":[0.9941835,0.002074186,0.002260393,0.0002369168,0.0009862769,0.0002587629],"domain_scores_gemma":[0.9942718,0.002776216,0.001640803,0.0004738129,0.0006395222,0.0001979129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7978756,0.001074863,0.07843729,0.000277331,0.001254806,0.0002153557,0.0001548506,0.00009782522,0.001564794,0.00862453,0.09846122,0.01196153],"study_design_scores_gemma":[0.863126,0.0004665222,0.1091056,0.0008381995,0.0006492929,0.0001873183,0.00009721996,0.001167508,0.00333556,0.009903918,0.01074742,0.0003754558],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075578,0.0006226749,0.07115529,0.00411879,0.009399951,0.001754557,0.00001234354,0.00002470582,0.005353845],"genre_scores_gemma":[0.9752216,0.00006952149,0.003198469,0.0005957205,0.0004632772,0.00001419921,0.00000474058,0.000014649,0.02041781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0877138,"threshold_uncertainty_score":0.9987604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340033120089309,"score_gpt":0.4220696608937646,"score_spread":0.3786693296928715,"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."}}