{"id":"W4392084676","doi":"10.1016/j.pdpdt.2024.104019","title":"Antimicrobial photodynamic therapy against a dual-species cariogenic biofilm using a ruthenium-loaded resin-based dental material","year":2024,"lang":"en","type":"article","venue":"Photodiagnosis and Photodynamic Therapy","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; Concordia University; University of British Columbia","funders":"University of British Columbia; Government of Canada","keywords":"Biofilm; Streptococcus mutans; Antimicrobial; Chemistry; Nuclear chemistry; Minimum inhibitory concentration; Candida albicans; RDM; Photodynamic therapy; Minimum bactericidal concentration; Irradiation; Microbiology; Bacteria; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008184856,0.001332527,0.001598713,0.001166645,0.0007624178,0.000749083,0.0004664896,0.0005200164,0.001108335],"category_scores_gemma":[0.00005784001,0.001111795,0.0008833506,0.001254107,0.001049683,0.0003386673,0.0001879327,0.0009382966,0.00004280264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008070559,"about_ca_system_score_gemma":0.0007999921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731592,"about_ca_topic_score_gemma":0.0002314764,"domain_scores_codex":[0.9939961,0.0004025514,0.001123495,0.001810217,0.001043716,0.001623964],"domain_scores_gemma":[0.9973717,0.0005730294,0.0002435307,0.001048472,0.0002174858,0.0005457339],"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":[0.004218269,0.0007966736,0.000837055,0.0002965888,0.001302009,0.000706966,0.00118421,0.00004401151,0.9849328,0.00002844294,0.0009040181,0.004748958],"study_design_scores_gemma":[0.009165969,0.001325385,0.005406607,0.001203459,0.000223684,0.0005429991,0.0004140386,0.01642377,0.9539309,0.0001072555,0.009698397,0.00155751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786665,0.01271798,0.00003757525,0.0006713457,0.001506791,0.00364552,0.001676835,0.0007198614,0.0003575828],"genre_scores_gemma":[0.9606808,0.03454734,0.0002966175,0.002079811,0.0005805786,0.0005710807,0.0005450989,0.0003451706,0.0003534261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100187,"threshold_uncertainty_score":0.9999426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721034412377441,"score_gpt":0.2987261206299328,"score_spread":0.2715157765061583,"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."}}