{"id":"W2912646524","doi":"10.1017/ice.2018.348","title":"Why do susceptible bacteria become resistant to infection control measures? A <i>Pseudomonas</i> biofilm example","year":2019,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Health Services","keywords":"Biofilm; Microbiology; Bacteria; Content (measure theory); Pseudomonas; Biology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003845191,0.0006994472,0.0007667387,0.0005451594,0.0030581,0.002281066,0.001206709,0.0385944,0.004793845],"category_scores_gemma":[0.0176121,0.0005408832,0.001196365,0.0003483591,0.002183798,0.002428751,0.001222775,0.02898757,0.004518091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199083,"about_ca_system_score_gemma":0.003322908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008287278,"about_ca_topic_score_gemma":0.01409951,"domain_scores_codex":[0.9967225,0.001137498,0.0004669581,0.0003970903,0.0009164919,0.0003595529],"domain_scores_gemma":[0.9919283,0.004847588,0.0005236292,0.0002261826,0.001638442,0.0008358702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004609406,0.00002934494,0.0005910235,0.00005294976,0.000009863835,0.002077922,0.0001465406,0.00003707748,0.0003362601,0.003324718,0.9835286,0.009819647],"study_design_scores_gemma":[0.0001541191,0.0001907221,0.002455807,0.0004745827,0.00003987929,0.005397819,0.0007751887,0.0005660004,0.0006537783,0.01048824,0.9787192,0.00008466504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003766582,0.0007622864,0.0001681078,0.9854071,0.01087506,0.00001160865,0.00003187946,0.00003005003,0.002337287],"genre_scores_gemma":[0.00273752,0.0007085694,0.0002576535,0.9777038,0.01174288,0.00002238627,0.00001906365,0.00001129847,0.006796829],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0385944,"threshold_uncertainty_score":0.02321112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713286117748786,"score_gpt":0.2495934242506205,"score_spread":0.2324605630731326,"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."}}