{"id":"W4225786604","doi":"10.1177/00220345221087880","title":"Particle Size, Mass Concentration, and Microbiota in Dental Aerosols","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Bioaerosol; Aerosol; Saliva; Dentistry; Particle size; Particle (ecology); Medicine; Environmental science; Chemistry; Physics; Internal medicine; Meteorology; Geology","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":[0.0005448361,0.000216695,0.0003831504,0.0008065423,0.000340807,0.0007398108,0.0002081177,0.0004027364,0.001087886],"category_scores_gemma":[0.001166979,0.0002420828,0.0002352928,0.0004475223,0.0002471888,0.0002718434,0.0003885831,0.000264613,0.0002857764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887404,"about_ca_system_score_gemma":0.0001832793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453271,"about_ca_topic_score_gemma":0.001524433,"domain_scores_codex":[0.9992622,0.0001232158,0.00006783757,0.0001811194,0.0002914844,0.00007424298],"domain_scores_gemma":[0.9994604,0.0001511221,0.0001714999,0.00002708752,0.0001225398,0.0000675148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005386165,0.0003437897,0.9037209,0.0000904992,0.00007370596,0.0002590257,0.00103203,0.00009542863,0.07813928,0.00005143307,0.0001604221,0.01549483],"study_design_scores_gemma":[0.000004912755,0.0006182436,0.992201,0.00001246101,0.00002759197,0.0005814198,0.0006309022,0.0002795026,0.005139803,0.00003740277,0.0004570775,0.000009665484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987017,0.0004877124,0.0002952371,0.00001266046,0.000005270137,0.0000211694,0.0001215287,0.000003402128,0.0003513271],"genre_scores_gemma":[0.9978495,0.0003326478,0.0009976842,0.00004520653,0.00001356731,0.00003527675,0.0002602106,0.000004946403,0.0004609902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001453271,"threshold_uncertainty_score":0.003639281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05601032644858364,"score_gpt":0.4044307740306288,"score_spread":0.3484204475820452,"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."}}