{"id":"W3047442120","doi":"10.1177/0022034520946320","title":"Modulatory Effect of Glycated Collagen on Oral Streptococcal Nanoadhesion","year":2020,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Biofilm; Streptococcus mutans; Chemistry; Microbiology; Glycation; Extracellular matrix; Adhesion; Methylglyoxal; Streptococcus sanguinis; Bacterial adhesin; Biophysics; Bacteria; Virulence; Biochemistry; Biology; Enzyme","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002776535,0.0001407827,0.0004669043,0.000315262,0.0001436224,0.00005756074,0.0006246431,0.000215234,0.00139502],"category_scores_gemma":[0.001282691,0.0001051912,0.0002505982,0.0005952223,0.0003139109,0.0001574011,0.0002493225,0.0008967302,0.0006717717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239917,"about_ca_system_score_gemma":0.0001826086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708784,"about_ca_topic_score_gemma":0.00002176703,"domain_scores_codex":[0.9959468,0.001806731,0.0005303567,0.0002176521,0.001076634,0.0004218733],"domain_scores_gemma":[0.9982221,0.0006588576,0.0001786432,0.000186868,0.0004307494,0.0003227447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005321542,0.0001762749,0.1717362,0.0001535895,0.0001329297,0.001231347,0.00008831555,0.00002520765,0.7954444,0.00002946083,0.01824075,0.007419965],"study_design_scores_gemma":[0.003569199,0.01113631,0.08216554,0.0002114388,0.00002169602,0.0003187359,0.0002107636,0.0001626415,0.8977004,0.00003387958,0.004317769,0.0001516587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979358,0.0004899247,0.000006582929,0.0001665108,0.0002767642,0.0003233966,0.00003775488,0.000008307817,0.0007549335],"genre_scores_gemma":[0.9991268,0.00006214594,0.00003251118,0.00003311143,0.0002203153,0.000003636859,0.000007320912,0.0000211954,0.0004929941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022559,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08151592874343509,"score_gpt":0.4141653248958185,"score_spread":0.3326493961523834,"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."}}