{"id":"W4366603326","doi":"10.1177/00220345231162336","title":"Mechanistic Insights into Bioengineered Antibiofilm Enamel Pellicles","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":6,"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; Alliance de recherche numérique du Canada","keywords":"Biofilm; Enamel paint; Chemistry; Amelogenin; Biophysics; Circular dichroism; Bioburden; In silico; Pentapeptide repeat; Proteome; Biochemistry; Amphiphile; Bacteria; Peptide; Computational biology; Microbiology; Biology; Polymer; Materials science; Organic chemistry","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":[0.0001531167,0.0002764999,0.0001295722,0.00007633281,0.00008528215,0.0003213676,0.0001742601,0.0003547513,0.0006790911],"category_scores_gemma":[0.0001324759,0.0001250267,0.0002057581,0.00005848202,0.0001340336,0.0003166119,0.0001727037,0.0003436599,0.0002069169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186698,"about_ca_system_score_gemma":0.0001177251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229887,"about_ca_topic_score_gemma":0.0001260615,"domain_scores_codex":[0.9999506,0.000006846891,0.000003616077,0.00001033383,0.00001480296,0.00001385648],"domain_scores_gemma":[0.9999667,0.000007441542,0.000009903711,0.000002844356,0.000006095061,0.000006983538],"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":[0.00001514948,0.00001935428,0.0001535163,0.00007985184,0.000006864088,0.00007348038,0.00001694908,0.0008360249,0.9967738,0.0005094662,0.00003152128,0.001484038],"study_design_scores_gemma":[0.0000122499,0.0002743352,0.001430906,0.0000134689,0.00001828815,0.0001726587,0.0000509549,0.008224744,0.9846961,0.0004259214,0.004670239,0.00001003746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815497,0.002807589,0.01308622,0.000173402,0.00004075654,0.00003932277,0.0001622106,0.00008718642,0.002053589],"genre_scores_gemma":[0.9900295,0.001904024,0.006851666,0.00006359797,0.000005820362,0.00003606864,0.0001361724,0.00001289789,0.0009602224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006790911,"threshold_uncertainty_score":0.002271831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459280151493335,"score_gpt":0.337372244129605,"score_spread":0.2914442289802715,"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."}}