{"id":"W4206610031","doi":"10.1155/2022/3918980","title":"COVID‐19 Pandemic and Periodontal Practice: The Immunological, Clinical, and Economic Points of View","year":2022,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Periodontitis; Gingivitis; Disease; Transmission (telecommunications); Cytokine storm; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gingival recession; Infection control; Intensive care medicine; Dentistry; Infectious disease (medical specialty); Pathology","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":[0.00271502,0.0005962737,0.0008940029,0.003295254,0.001500865,0.005526247,0.0009108394,0.0042642,0.006290701],"category_scores_gemma":[0.003116455,0.0002652682,0.0005892285,0.002224607,0.00478506,0.005704852,0.002648011,0.004157505,0.001114538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610251,"about_ca_system_score_gemma":0.003095409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036166,"about_ca_topic_score_gemma":0.003949762,"domain_scores_codex":[0.998077,0.0009517664,0.0001374503,0.000237616,0.0003475938,0.0002485757],"domain_scores_gemma":[0.9956378,0.002033986,0.0006956364,0.0001382178,0.0007085209,0.0007857195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001373537,0.001031105,0.1858588,0.007862226,0.0003506084,0.006997939,0.01214893,0.0006325527,0.003968528,0.1591353,0.07698756,0.543653],"study_design_scores_gemma":[0.00008768667,0.001719821,0.2095593,0.01148172,0.0003376857,0.02051735,0.07828429,0.00114709,0.001294821,0.1160981,0.5591583,0.0003138097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03452744,0.7392671,0.00164334,0.197407,0.005410623,0.00004645158,0.0002442203,0.00002151734,0.02143245],"genre_scores_gemma":[0.2887787,0.6238993,0.002382939,0.03949899,0.03813454,0.00009611267,0.000238868,0.0000210213,0.006949497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006290701,"threshold_uncertainty_score":0.02104449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4558948163014255,"score_gpt":0.5953265268505528,"score_spread":0.1394317105491272,"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."}}