{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006573422,0.0003456729,0.0006577548,0.0001406344,0.0001385647,0.0001287069,0.0002502036,0.000379737,0.0000319439],"category_scores_gemma":[0.0002471046,0.0003128365,0.000324858,0.0000921427,0.00008082637,0.000008105915,0.0001312109,0.0001551321,0.00004590241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006718931,"about_ca_system_score_gemma":0.000552608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158281,"about_ca_topic_score_gemma":0.00009827001,"domain_scores_codex":[0.9986924,0.0001000317,0.0002972854,0.0005613976,0.00008508498,0.0002638345],"domain_scores_gemma":[0.9987864,0.00001759319,0.0003160144,0.0006977673,0.00004216032,0.0001400567],"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":[0.000009881377,0.00009037017,0.0002442195,0.0007044688,0.000133659,0.000008692541,0.00001603497,2.889874e-7,0.0005019994,0.0001502915,0.002970292,0.9951698],"study_design_scores_gemma":[0.0002329535,0.0000915811,0.0003273934,0.001055854,0.0002514646,0.00003535255,0.00001034479,1.271959e-7,0.00006599295,0.00002705176,0.9975162,0.0003856732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001062583,0.9966316,0.0000095945,0.00001845749,0.0003938585,0.0003748302,0.00008014277,0.00003191498,0.001397003],"genre_scores_gemma":[0.003103446,0.9944574,0.00004090729,0.00002362887,0.00118512,0.00002753566,0.0005701982,0.0000526656,0.0005391235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947841,"threshold_uncertainty_score":0.9999323,"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."}}