{"id":"W4360952466","doi":"10.1038/s43705-023-00229-5","title":"Suspension of oral hygiene practices highlights key bacterial shifts in saliva, tongue, and tooth plaque during gingival inflammation and resolution","year":2023,"lang":"en","type":"article","venue":"ISME Communications","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Dalhousie University","funders":"CIHR Skin Research Training Centre; Canadian Glycomics Network; Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Canada Research Chairs; Government of Canada","keywords":"Gingivitis; Saliva; Oral hygiene; Tongue; Dentistry; Dental plaque; Medicine; Oral Microbiome; Periodontitis; Gingival inflammation; Actinomyces; Biology; Bacteria; Pathology; Internal medicine; Oral cavity","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":[0.0002523902,0.0002300393,0.0004545418,0.0004358561,0.0003609853,0.0005258958,0.0001184979,0.0003011051,0.0008131395],"category_scores_gemma":[0.000431345,0.0001707296,0.000237655,0.0004178106,0.0002819448,0.0001895321,0.0003588763,0.0003425771,0.0001868102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684538,"about_ca_system_score_gemma":0.0002733714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096247,"about_ca_topic_score_gemma":0.003296586,"domain_scores_codex":[0.9997714,0.00003692179,0.00001623915,0.00004472388,0.00008089818,0.00004985799],"domain_scores_gemma":[0.9997658,0.0000423594,0.00007650621,0.00002333488,0.00004915369,0.0000428509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002924853,0.0002800944,0.3145333,0.0001830008,0.00008132996,0.0004295717,0.001919697,0.0001635377,0.6343203,0.00005716893,0.0001725722,0.04493451],"study_design_scores_gemma":[0.000007012351,0.001112817,0.970139,0.00001715517,0.00005321969,0.0003607903,0.001424127,0.0002335415,0.02599047,0.00005872764,0.0005908947,0.00001227009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991286,0.0003582922,0.0001450308,0.00001602547,0.000002808323,0.00001070744,0.00009356772,0.000004655203,0.0002402336],"genre_scores_gemma":[0.9986449,0.0002808128,0.0004799082,0.0000253811,0.000005075605,0.00001482042,0.0001754005,0.000002952595,0.0003706797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002096247,"threshold_uncertainty_score":0.004168093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0569848003869882,"score_gpt":0.3481748913455742,"score_spread":0.291190090958586,"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."}}