{"id":"W4417092933","doi":"10.58240/1829006x-2025.21.9-241","title":"THE INTERPLAY BETWEEN DOWN’S SYNDROME AND PERIODONTITIS: A REVIEW OF CURRENT INSIGHTS","year":2025,"lang":"","type":"article","venue":"BULLETIN OF STOMATOLOGY AND MAXILLOFACIAL SURGERY","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Etiology; Disease; Periodontitis; Oral hygiene; Oral Microbiome; Down syndrome; Scaling and root planing; Oral cavity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00145261,0.0004245814,0.00198216,0.0003259836,0.0006254261,0.0000560551,0.0004049307,0.0005754018,0.0009813155],"category_scores_gemma":[0.001039954,0.0003396184,0.0003764116,0.0003128878,0.003540302,0.00005341633,0.0007649271,0.0007076699,0.00006201221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002674908,"about_ca_system_score_gemma":0.000397747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349724,"about_ca_topic_score_gemma":0.00007207514,"domain_scores_codex":[0.9960291,0.0008568068,0.001657178,0.0006392175,0.0002059431,0.0006117421],"domain_scores_gemma":[0.9972736,0.001205975,0.0006009747,0.0004823078,0.0002915627,0.000145536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005803548,0.0002446265,0.5787699,0.0364278,0.001240605,0.0004320686,0.0002149646,2.671567e-8,0.0001217707,0.007560333,0.05434705,0.3200605],"study_design_scores_gemma":[0.0003846819,0.0001023006,0.1606837,0.01165658,0.0002301212,0.0005681615,0.00008923699,3.813673e-7,0.0002627446,0.0002447655,0.8255154,0.0002619736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4988239,0.4961972,0.00001320655,0.002173181,0.001442448,0.0004510595,0.0002035874,0.00001444978,0.0006809694],"genre_scores_gemma":[0.5770922,0.421402,0.00001046141,0.0001900481,0.00001651007,0.00003272206,0.00003505804,0.00001447461,0.00120651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7711684,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147523317988193,"score_gpt":0.3147546845001341,"score_spread":0.3000023527013148,"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."}}