{"id":"W1830562900","doi":"","title":"Decontamination Efficacy of Ultraviolet Radiation against Biofilms of Common Nosocomial Bacteria.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Microbiology; Pseudomonas aeruginosa; Acinetobacter baumannii; Staphylococcus epidermidis; Staphylococcus aureus; Bacteria; Sterilization (economics); Medicine; Escherichia coli; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002946218,0.0002857835,0.0001859179,0.0001957353,0.000175045,0.0001686783,0.0001592694,0.0002706561,0.0006100682],"category_scores_gemma":[0.0003754787,0.00008714061,0.0002343201,0.0001080296,0.0001351924,0.0001750749,0.0001921152,0.0002941253,0.0000863574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531106,"about_ca_system_score_gemma":0.0001865298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004962161,"about_ca_topic_score_gemma":0.0006675139,"domain_scores_codex":[0.999805,0.00004297835,0.00001382165,0.00002755546,0.00008174337,0.00002888423],"domain_scores_gemma":[0.999769,0.00006436569,0.0000675003,0.00001271842,0.00006221112,0.00002424457],"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":[0.0002129987,0.00007938076,0.001610582,0.000293347,0.00001555945,0.00003759815,0.00007233112,0.000106612,0.9867214,0.00003251516,0.00006535427,0.01075237],"study_design_scores_gemma":[0.0000193513,0.003108894,0.02371719,0.0000573808,0.00006308121,0.0002656727,0.0001305059,0.000377788,0.9707242,0.0000447419,0.001480934,0.00001030266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927194,0.005715271,0.0009033705,0.00004338768,0.000024856,0.00002446142,0.00004419826,0.00001273206,0.000512299],"genre_scores_gemma":[0.9959389,0.001845883,0.001674263,0.00003238842,0.000008612709,0.00001595927,0.00006067642,0.000004689553,0.0004186645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006100682,"threshold_uncertainty_score":0.002040803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685700030970868,"score_gpt":0.229601713842015,"score_spread":0.2127447135323063,"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."}}