{"id":"W2810029799","doi":"10.5051/jpis.2018.48.3.164","title":"Efficacy of an LED toothbrush on a <i>Porphyromonas gingivalis</i> biofilm on a sandblasted and acid-etched titanium surface: an <i>in vitro</i> study","year":2018,"lang":"en","type":"article","venue":"Journal of Periodontal & Implant Science","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daegu-Gyeongbuk Medical Innovation Foundation; Arctic Institute of North America","keywords":"Toothbrush; Biofilm; Erythrosine; Methylene blue; Porphyromonas gingivalis; Scanning electron microscope; Photodynamic therapy; Chemistry; Bacteria; Microbiology; Agar; Agar plate; Dentistry; Colony-forming unit; Titanium; Actinobacillus; Nuclear chemistry; Materials science; Medicine; Photocatalysis; Periodontitis; Biology; Chromatography; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002030039,0.0002444593,0.0006898289,0.0004576489,0.0002254433,0.00008038531,0.0004302767,0.00005304225,0.00001883667],"category_scores_gemma":[0.0002699347,0.0001699033,0.00008512858,0.000728884,0.0009693785,0.0004521958,0.0001018535,0.0004068358,0.000003361168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186476,"about_ca_system_score_gemma":0.0004274462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777447,"about_ca_topic_score_gemma":0.0002081183,"domain_scores_codex":[0.9970229,0.0001609124,0.0005943253,0.0004120315,0.001304577,0.0005052777],"domain_scores_gemma":[0.9984264,0.0001290048,0.000330758,0.0003706444,0.0003212801,0.0004218583],"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":[0.01202216,0.001683506,0.00278244,0.00001292109,0.00005607666,0.0004620042,0.004592624,0.000004594855,0.976656,0.000005179891,0.00002395648,0.001698552],"study_design_scores_gemma":[0.007754796,0.02896395,0.2817919,0.0002355492,0.0000479299,0.001322403,0.004354191,0.0004665559,0.6748122,0.000008614625,0.00003800234,0.0002038674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987498,0.00006920197,0.000003079761,0.0001712083,0.0002303885,0.0005486187,0.00003491445,0.00001503696,0.0001777711],"genre_scores_gemma":[0.9991082,0.0000348787,0.0004534913,0.0002276941,0.0001315888,0.000002228944,0.000001873194,0.00001769914,0.00002234971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018438,"threshold_uncertainty_score":0.6928454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143759716954884,"score_gpt":0.3411567395910015,"score_spread":0.3197191424214527,"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."}}