{"id":"W4399777208","doi":"10.3390/microorganisms12061225","title":"Periodontal Inflammation and Dysbiosis Relate to Microbial Changes in the Gut","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; School of Medicine, New York University; York University; National Institutes of Health; Alzheimer's Association","keywords":"Dysbiosis; Biology; Microbiology; Gut flora; Ruminococcus; Lactobacillus; Immunology; Inflammation; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005697984,0.0005048381,0.0004812734,0.001047951,0.0002844914,0.0007837105,0.0001412316,0.0003680089,0.001939441],"category_scores_gemma":[0.0009010388,0.0002539595,0.0003863447,0.0009495576,0.0004745566,0.000320131,0.0006864396,0.0007217694,0.0002636445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887839,"about_ca_system_score_gemma":0.0003354461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009573975,"about_ca_topic_score_gemma":0.001112074,"domain_scores_codex":[0.9994857,0.0001047069,0.00004655386,0.0001097284,0.0001566214,0.00009649155],"domain_scores_gemma":[0.999199,0.0001157626,0.0004495732,0.00004513171,0.00006544112,0.0001251814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002601942,0.0003130218,0.788766,0.0006126956,0.0004107145,0.000793616,0.0005483067,0.0002362323,0.1600117,0.0003701604,0.0002384662,0.04509718],"study_design_scores_gemma":[0.000003514201,0.0002370232,0.9967727,0.0000165958,0.00005267089,0.0005012936,0.0001685243,0.0001348928,0.001567766,0.0001567285,0.0003824855,0.000005809585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991265,0.006563624,0.0007836007,0.00008209359,0.0000189275,0.00003001721,0.000216751,0.00001647259,0.001023473],"genre_scores_gemma":[0.9956384,0.002375455,0.001015493,0.00006505346,0.00003339547,0.0000191014,0.0002103573,0.000004869196,0.0006379907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939441,"threshold_uncertainty_score":0.006488085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306442341166206,"score_gpt":0.272897360553386,"score_spread":0.259832937141724,"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."}}