{"id":"W3194420194","doi":"10.1038/s41598-021-96622-y","title":"Bioinspired caries preventive strategy via customizable pellicles of saliva-derived protein/peptide constructs","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Saskatchewan","keywords":"Enamel paint; Biofilm; Saliva; Proteome; Dental plaque; Chemistry; Peptide; Early childhood caries; Dentistry; Microbiology; Computational biology; Oral health; Biology; Medicine; Bacteria; Biochemistry","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":[0.0001225156,0.000402596,0.0002038986,0.0001388518,0.00007515584,0.000241403,0.0001471716,0.0002574224,0.0003992403],"category_scores_gemma":[0.0001435049,0.0001304801,0.0002477898,0.0001076729,0.0001486042,0.0002132868,0.0002421624,0.0003445137,0.0001467191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277932,"about_ca_system_score_gemma":0.0001187404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001802377,"about_ca_topic_score_gemma":0.0003683629,"domain_scores_codex":[0.9999248,0.00001086014,0.000006967452,0.00001936683,0.00002038842,0.00001771834],"domain_scores_gemma":[0.9999216,0.0000120226,0.00002907662,0.00000546282,0.00001480435,0.00001709617],"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":[0.0000165253,0.000008991077,0.0000587516,0.00003658146,0.000004108587,0.00002098168,0.000009046537,0.00008987053,0.9988412,0.00002858395,0.00001244138,0.0008728562],"study_design_scores_gemma":[0.00000338481,0.0001224028,0.0007494384,0.000004284869,0.00001762803,0.00007581665,0.00001987294,0.0006790208,0.9971637,0.00001462566,0.001144787,0.000005126185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884548,0.001347788,0.009144314,0.00004740152,0.00002805502,0.00004617809,0.0001401112,0.000099224,0.0006920979],"genre_scores_gemma":[0.9860924,0.001082063,0.01160634,0.00005236866,0.000008032527,0.00005225148,0.0001620406,0.00002563402,0.0009189023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000402596,"threshold_uncertainty_score":0.001335561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952722933442527,"score_gpt":0.2762563118246544,"score_spread":0.2567290824902291,"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."}}