{"id":"W4200320310","doi":"10.3389/fdmed.2021.735126","title":"Nature of the Interplay Between Periodontal Diseases and COVID-19","year":2021,"lang":"en","type":"article","venue":"Frontiers in Dental Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Periodontitis; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Diabetes mellitus; Chronic periodontitis; Periodontal disease; Inflammation; Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Internal medicine; Pathology; Infectious disease (medical specialty); Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003260082,0.0001503948,0.0006534552,0.0001313822,0.00007711929,0.000005324842,0.0001832604,0.0001332477,0.0001340847],"category_scores_gemma":[0.03690175,0.00009151951,0.0001096981,0.0004437569,0.001242255,0.00004159142,0.0004488252,0.0006652533,9.752847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845198,"about_ca_system_score_gemma":0.0003822444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159856,"about_ca_topic_score_gemma":0.00006049447,"domain_scores_codex":[0.9982563,0.0001361335,0.0003942107,0.0003415063,0.0006266516,0.00024515],"domain_scores_gemma":[0.9977244,0.001363812,0.00008224696,0.0003571619,0.00007497128,0.000397386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002048889,0.00008092988,0.9719301,0.0005605707,0.0001213813,0.0002274881,0.0005523625,8.904e-7,0.0002634361,0.00002722385,0.02334459,0.002686153],"study_design_scores_gemma":[0.003402451,0.0002854411,0.97236,0.0006679915,0.0001918327,0.00001728437,0.003050995,0.00008735454,0.0002805557,0.0004894946,0.0190777,0.00008889294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324913,0.01566854,0.0008405611,0.04856779,0.001271463,0.0005756871,0.00009229221,0.00002790228,0.0004644289],"genre_scores_gemma":[0.9925207,0.0008446958,0.0002415901,0.00514806,0.0003100853,0.00001372368,0.00002595732,0.00001317595,0.0008819394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06002944,"threshold_uncertainty_score":0.9712108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939113091201785,"score_gpt":0.4131879131709024,"score_spread":0.3937967822588845,"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."}}