{"id":"W2778198694","doi":"10.1021/acsinfecdis.7b00170","title":"New Perspectives in Biofilm Eradication","year":2017,"lang":"en","type":"review","venue":"ACS Infectious Diseases","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute of Allergy and Infectious Diseases; Cystic Fibrosis Canada","keywords":"Biofilm; Antibiotics; Antibiotic resistance; Microbiology; Drug resistance; Biology; Intensive care medicine; Medicine; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371322,0.001163349,0.001537736,0.002298283,0.0004966863,0.001914947,0.001416359,0.002944807,0.005226615],"category_scores_gemma":[0.001458809,0.0003912098,0.000923907,0.001638538,0.001242042,0.003700067,0.001449485,0.004913033,0.002713639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047819,"about_ca_system_score_gemma":0.00150866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008473728,"about_ca_topic_score_gemma":0.001455297,"domain_scores_codex":[0.999415,0.0001041175,0.00006017774,0.0000953592,0.0002473066,0.00007796846],"domain_scores_gemma":[0.9992526,0.0003600186,0.0000601737,0.00002599308,0.0002138142,0.00008740397],"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":[0.0001191526,0.0001623771,0.0002197069,0.021354,0.0001072082,0.0004472423,0.0002065915,0.0004812544,0.005682316,0.02191021,0.05375048,0.8955594],"study_design_scores_gemma":[0.00001413853,0.0001034234,0.0002753363,0.001691139,0.00003804954,0.0007590115,0.00007587056,0.00009290662,0.0007431556,0.003998671,0.9921905,0.00001782469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009404816,0.9968553,0.0002395389,0.0009420037,0.00078362,0.000004227119,0.00001006521,0.000009551011,0.001061623],"genre_scores_gemma":[0.0009912342,0.9962187,0.0003238846,0.0007544764,0.0006497756,0.000009148726,0.00002065476,0.000003581323,0.001028544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005226615,"threshold_uncertainty_score":0.01748478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618345672126897,"score_gpt":0.3338579986582746,"score_spread":0.2976745419370056,"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."}}