{"id":"W1531268983","doi":"10.4161/viru.2.5.17724","title":"<i>Staphylococcus aureus</i>biofilms","year":2011,"lang":"yi","type":"review","venue":"Virulence","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":998,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Staphylococcus aureus; Microbiology; Biofilm; Biology; Staphylococcal infections; Staphylococcus; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002484079,0.0006818592,0.000793272,0.001097828,0.0002589392,0.0007920258,0.0004446458,0.00108251,0.002731151],"category_scores_gemma":[0.0002887003,0.0001877239,0.0002630025,0.001190483,0.000389984,0.0007234646,0.0006129865,0.001045156,0.003762925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338676,"about_ca_system_score_gemma":0.000710369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111656,"about_ca_topic_score_gemma":0.001624824,"domain_scores_codex":[0.9998227,0.00002322947,0.00001645459,0.00002484316,0.00009880272,0.0000140204],"domain_scores_gemma":[0.9998733,0.00003595402,0.00002404937,0.00000522341,0.00004681402,0.00001465867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000413109,0.00003063192,0.0001602656,0.009961136,0.00002619704,0.0001838864,0.0000527608,0.0001689794,0.01504274,0.004867543,0.05251545,0.9169491],"study_design_scores_gemma":[0.000005420701,0.00006832255,0.0007865088,0.001408091,0.00002241432,0.001244956,0.00003539886,0.00006414932,0.002979256,0.001302233,0.992072,0.00001128271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000223634,0.9949911,0.0003308751,0.0004734975,0.0006174874,0.000006598058,0.00002982179,0.00001669864,0.003310151],"genre_scores_gemma":[0.001625994,0.9947754,0.0004438633,0.0002802642,0.0003629968,0.00001023975,0.00005224275,0.000002733479,0.002446273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002731151,"threshold_uncertainty_score":0.009136617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815352798364452,"score_gpt":0.2690168109002493,"score_spread":0.2408632829166047,"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."}}