{"id":"W2741746579","doi":"10.14304/surya.jpr.v3n6.5","title":"Current Research Approaches to Target Biofilm Infections.","year":2015,"lang":"en","type":"article","venue":"Postdoc Journal","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Biofilm; Clearance; Antimicrobial; Extracellular polymeric substance; Microbiology; Antibiotics; Chemistry; Immune system; Biology; Bacteria; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001540659,0.0009014576,0.0007857914,0.001506041,0.0007025402,0.001702453,0.001075782,0.001514545,0.01111476],"category_scores_gemma":[0.0006725294,0.0003284484,0.0007171677,0.00100649,0.001000103,0.00163338,0.001152504,0.002529629,0.006180585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008104746,"about_ca_system_score_gemma":0.001924437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006444357,"about_ca_topic_score_gemma":0.001412112,"domain_scores_codex":[0.9994074,0.00009882914,0.00004088258,0.00009767644,0.000281389,0.0000737776],"domain_scores_gemma":[0.9993806,0.0001357226,0.00008394313,0.00004919645,0.0002229767,0.0001274251],"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":[0.000199241,0.000394621,0.0005386055,0.009535437,0.0001045076,0.0003487141,0.000280209,0.0002922839,0.07585369,0.02423418,0.03226781,0.8559507],"study_design_scores_gemma":[0.00007134488,0.000661093,0.001048102,0.001827669,0.0001447671,0.001541016,0.0002310701,0.0003275833,0.01772475,0.01183635,0.9645455,0.00004069328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002117557,0.95831,0.009563438,0.006533526,0.001762984,0.0001168421,0.0001125381,0.0001336592,0.02134951],"genre_scores_gemma":[0.01442935,0.9535915,0.01227057,0.003940821,0.0009834872,0.0002529315,0.0003043447,0.00003380044,0.01419327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01111476,"threshold_uncertainty_score":0.03718251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108127674336456,"score_gpt":0.3489114129497469,"score_spread":0.1380986455161013,"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."}}