{"id":"W4283204782","doi":"10.1016/j.bioactmat.2022.06.010","title":"Dental plaque-inspired versatile nanosystem for caries prevention and tooth restoration","year":2022,"lang":"en","type":"article","venue":"Bioactive Materials","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Anova Health Institute; National Natural Science Foundation of China","keywords":"Materials science; Dentistry; Dental plaque; Nanotechnology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008588911,0.0002687769,0.0002038053,0.0001416081,0.0001453009,0.0002086118,0.0001789554,0.000396312,0.0007647324],"category_scores_gemma":[0.00007666055,0.0001659749,0.0002034735,0.00008100348,0.0001434402,0.0002410293,0.0002621271,0.0003254123,0.0002487359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734181,"about_ca_system_score_gemma":0.0001469104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943936,"about_ca_topic_score_gemma":0.0004182598,"domain_scores_codex":[0.9999495,0.000006411253,0.000002486258,0.0000138111,0.00001753583,0.00001027557],"domain_scores_gemma":[0.9999757,0.000004167772,0.000006848251,0.000002316427,0.000005745912,0.000005321869],"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":[0.00002270823,0.00001701653,0.00004288323,0.00009840814,0.000004474445,0.00003210939,0.00001292916,0.000153108,0.9941256,0.0003960838,0.0001441246,0.004950448],"study_design_scores_gemma":[0.00002264131,0.0002668638,0.0008169707,0.00001327869,0.00002116584,0.0002066975,0.00002613239,0.003651855,0.9851697,0.0002040396,0.009586914,0.00001375709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276268,0.01615058,0.04573433,0.0005515886,0.0002674929,0.0001520106,0.0003017233,0.0004354879,0.008779972],"genre_scores_gemma":[0.9684696,0.003065455,0.02434091,0.0002531981,0.00004988078,0.0001172834,0.0001158107,0.0000303583,0.003557476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007647324,"threshold_uncertainty_score":0.002558291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248704633159707,"score_gpt":0.3089437357139544,"score_spread":0.2764566893823573,"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."}}