{"id":"W2163926674","doi":"10.1099/jmm.0.47668-0","title":"Efficacy of common hospital biocides with biofilms of multi-drug resistant clinical isolates","year":2008,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":264,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Biocide; Microbiology; Biofilm; Drug resistance; Drug; Multi drug resistant; Medicine; Biology; Bacteria; Pharmacology","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":[0.0008035441,0.0001622905,0.0006539955,0.00006957932,0.00004205298,0.000003175682,0.0003503276,0.00042717,0.0000302814],"category_scores_gemma":[0.0004657167,0.0001063499,0.0002650404,0.00008478261,0.001085264,0.00000442536,0.0001205056,0.0003191553,0.000001428574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000720699,"about_ca_system_score_gemma":0.0002811559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000515629,"about_ca_topic_score_gemma":0.0000283017,"domain_scores_codex":[0.9980948,0.0002321509,0.001117445,0.0001980755,0.0001262389,0.0002312798],"domain_scores_gemma":[0.9983466,0.0001318704,0.0008958669,0.0002156426,0.0002410392,0.0001689557],"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":[0.001354974,0.0006246397,0.00989907,0.00002129605,0.000225946,0.00005561371,0.00006864185,0.000001265361,0.9848618,0.000008575897,0.002016688,0.0008615121],"study_design_scores_gemma":[0.005352798,0.005385861,0.02438618,0.0002460298,0.00007608136,0.001324464,0.000105945,0.000005757018,0.953651,0.00000214952,0.009248654,0.0002150442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969719,0.001587963,0.00004344279,0.0008092822,0.0004616538,0.00008287049,0.00002688002,0.000002677265,0.00001332927],"genre_scores_gemma":[0.9950517,0.001332632,0.003082137,0.0001548685,0.0003111171,2.416259e-7,0.00002798007,0.00001543816,0.00002386569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03121075,"threshold_uncertainty_score":0.4336822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541514753297954,"score_gpt":0.2817231332875068,"score_spread":0.2663079857545273,"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."}}