{"id":"W2398326976","doi":"10.1089/mdr.2016.0087","title":"Biofilms: Microbial Shelters Against Antibiotics","year":2016,"lang":"en","type":"review","venue":"Microbial Drug Resistance","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Antibiotics; Microbiology; Antibiotic resistance; Multidrug tolerance; Drug resistance; Biology; Extracellular polymeric substance; 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":[0.0004194861,0.0008906082,0.001186799,0.002182466,0.0004359301,0.001497613,0.0008142677,0.001622999,0.003327834],"category_scores_gemma":[0.0005693609,0.0003142096,0.0004108405,0.001455743,0.0006499992,0.001729975,0.001202745,0.001726141,0.002400755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282655,"about_ca_system_score_gemma":0.001142743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371643,"about_ca_topic_score_gemma":0.001226262,"domain_scores_codex":[0.9996835,0.00004964125,0.00003500688,0.00003680106,0.000161216,0.00003381425],"domain_scores_gemma":[0.9998066,0.00006661334,0.00003365051,0.00000761449,0.00005696203,0.00002865455],"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":[0.00005061514,0.00005988953,0.0001782256,0.01522419,0.0000699687,0.0002506495,0.0001817055,0.0003012801,0.007382215,0.01216498,0.03640025,0.927736],"study_design_scores_gemma":[0.000005096262,0.00003582631,0.0003585651,0.002017186,0.00002947082,0.0007790606,0.00006402733,0.00005260866,0.0008019358,0.002407738,0.9934355,0.00001302887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001209354,0.9980317,0.0001690866,0.0002929349,0.0002136381,0.000003979957,0.00001312055,0.000009492675,0.001145187],"genre_scores_gemma":[0.001012281,0.9974629,0.0002081904,0.0001473463,0.0001672285,0.000005711857,0.00001992476,0.000002009037,0.0009743863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003327834,"threshold_uncertainty_score":0.01113278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136458456861236,"score_gpt":0.25454292099655,"score_spread":0.2431783364279377,"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."}}