{"id":"W3007885817","doi":"10.1007/s00784-020-03248-x","title":"Coronavirus COVID-19 impacts to dentistry and potential salivary diagnosis","year":2020,"lang":"en","type":"letter","venue":"Clinical Oral Investigations","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":686,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Royal Society; Instituto Nacional de Ciência e Tecnologia em Teranóstica e Nanobiotecnologia","keywords":"Saliva; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus; 2019-20 coronavirus outbreak; Pandemic; Infection control; Virology; Point of care; Dentistry; Intensive care medicine; Pathology; Computer science; Disease; Infectious disease (medical specialty); Internal medicine","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":[0.004637606,0.0005922164,0.0007483802,0.0006658124,0.004462398,0.003869588,0.0008581913,0.04275037,0.006322951],"category_scores_gemma":[0.02109356,0.0005022823,0.0009706629,0.0004749163,0.003200736,0.002834855,0.002567746,0.02375334,0.002563526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570367,"about_ca_system_score_gemma":0.006086948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006156603,"about_ca_topic_score_gemma":0.01118256,"domain_scores_codex":[0.9960329,0.00145808,0.0005398464,0.0002928648,0.00100357,0.000672729],"domain_scores_gemma":[0.9901648,0.0054631,0.0005675113,0.0002967777,0.001822853,0.001684957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001241513,0.0001616176,0.01279027,0.0001705901,0.00002652569,0.06036495,0.001205181,0.0000958716,0.001632774,0.01324121,0.8798732,0.03031374],"study_design_scores_gemma":[0.00006436632,0.0001562705,0.005886059,0.0007712391,0.00004462323,0.03829598,0.004616886,0.0004966244,0.0006757422,0.0226467,0.926277,0.00006838774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00251217,0.002083106,0.0001154011,0.9731505,0.01157011,0.00001741599,0.00003907205,0.000009411066,0.0105028],"genre_scores_gemma":[0.0335808,0.003927845,0.0007927295,0.8884071,0.04982597,0.00003214462,0.00005555925,0.000019834,0.02335816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04275037,"threshold_uncertainty_score":0.02590489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.332041230740698,"score_gpt":0.4940257890878159,"score_spread":0.1619845583471178,"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."}}