{"id":"W2471576398","doi":"10.1038/srep27537","title":"Experimental and Theoretical Investigation of Multispecies Oral Biofilm Resistance to Chlorhexidine Treatment","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; Air Force Office of Scientific Research; Canadian Institutes of Health Research; Scheme for Promotion of Academic and Research Collaboration; National Institute of General Medical Sciences; University of South Carolina; Fundación Ramón Areces; Office of Experimental Program to Stimulate Competitive Research; National Institutes of Health; South Carolina EPSCoR; National Science Foundation","keywords":"Biofilm; Quorum sensing; Chlorhexidine; Microbiology; Bacteria; Antimicrobial; Population; Chemistry; Biology; Medicine; Dentistry","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":[0.0005206907,0.0003195038,0.0004494834,0.0003240729,0.0003152421,0.0003631576,0.0008069005,0.0006236563,0.001656734],"category_scores_gemma":[0.001222144,0.0002109412,0.0004590816,0.0002223089,0.000517148,0.0003564425,0.0005066992,0.0003691247,0.000116815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165514,"about_ca_system_score_gemma":0.0004077464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966095,"about_ca_topic_score_gemma":0.0007456206,"domain_scores_codex":[0.9997467,0.00004915289,0.00001167015,0.00005144659,0.00009967895,0.00004129507],"domain_scores_gemma":[0.9994318,0.0003119436,0.00009484617,0.00005321814,0.00008845695,0.00001973199],"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":[0.0003977705,0.0004938635,0.004455332,0.0008536126,0.00005449406,0.0006494654,0.0002054148,0.3451459,0.5958208,0.04006672,0.0003906003,0.01146613],"study_design_scores_gemma":[0.00003191369,0.0005189256,0.002709959,0.00002031886,0.00002122804,0.0001209626,0.00008661698,0.9280568,0.06332113,0.004431394,0.0006481645,0.00003257732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264171,0.0007239724,0.06339946,0.0002821953,0.00005193854,0.0001053684,0.0002523607,0.0000699723,0.008697771],"genre_scores_gemma":[0.9882469,0.0004087209,0.009895387,0.00001933553,0.000008456949,0.00009518687,0.00005423409,0.000006596877,0.001265289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966095,"threshold_uncertainty_score":0.005542338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028190531330111,"score_gpt":0.3093892209487076,"score_spread":0.2811986896185966,"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."}}