{"id":"W1961818440","doi":"10.1111/j.1365-2958.2005.04892.x","title":"Common β‐lactamases inhibit bacterial biofilm formation","year":2005,"lang":"en","type":"article","venue":"Molecular Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Biofilm; Biology; Microbiology; Peptidoglycan; Escherichia coli; Pilus; Plasmid; Pseudomonas aeruginosa; Penicillin binding proteins; Bacteria; Penicillin; Antibiotics; Biochemistry; Gene; Genetics","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":[0.0001012933,0.0004635339,0.0003312954,0.0001816303,0.0001046951,0.0001846099,0.0002144321,0.0002887256,0.00165033],"category_scores_gemma":[0.0001768277,0.0001625474,0.0002588997,0.0001205055,0.0001298503,0.0001076516,0.0002736249,0.0005024466,0.0005819427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124282,"about_ca_system_score_gemma":0.0002157494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004680935,"about_ca_topic_score_gemma":0.0009864536,"domain_scores_codex":[0.9998516,0.00001958629,0.00001332198,0.00001925194,0.00005334367,0.00004277643],"domain_scores_gemma":[0.9998232,0.00002722837,0.00004251595,0.00002058087,0.00002720761,0.00005936202],"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":[0.00006605677,0.00008602324,0.0002244895,0.00004373371,0.000007595996,0.00001998881,0.000006907552,0.00002484686,0.9938054,0.00003800791,0.0001026108,0.005574375],"study_design_scores_gemma":[0.00003699422,0.00113132,0.005906374,0.00001067167,0.00001445258,0.0002154618,0.00001118397,0.0005326339,0.9891929,0.00003431473,0.002910635,0.00000296505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869558,0.00703547,0.002645967,0.000138624,0.00007151382,0.00004910837,0.0001498564,0.0001775297,0.002776155],"genre_scores_gemma":[0.9921889,0.002278725,0.002221072,0.00007358975,0.00001732679,0.00003855476,0.0002256737,0.00001475536,0.002941483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00165033,"threshold_uncertainty_score":0.00552094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005535805436532256,"score_gpt":0.2251416263658071,"score_spread":0.2196058209292749,"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."}}