{"id":"W2594019989","doi":"10.3390/microorganisms5010009","title":"Microbial Biofilms and Chronic Wounds","year":2017,"lang":"en","type":"review","venue":"Microorganisms","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":344,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Biofilm; Debridement (dental); Context (archaeology); Microbiology; Virulence; Medicine; Immune system; Antimicrobial; Chronic wound; Biology; Wound healing; Immunology; Bacteria; Surgery","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":[0.0001401451,0.0005144359,0.0009473012,0.00006559722,0.0002902909,0.0002605224,0.0003897393,0.0008585688,0.00004916791],"category_scores_gemma":[0.00002691601,0.0004484624,0.0002964333,0.00004327546,0.0002271273,0.000004004743,0.0004469698,0.0002406043,0.0001029083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004660562,"about_ca_system_score_gemma":0.0003791453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001875618,"about_ca_topic_score_gemma":0.0000349576,"domain_scores_codex":[0.9983581,0.00006680778,0.0003705568,0.0007162715,0.00006131303,0.0004269416],"domain_scores_gemma":[0.9986963,0.000006670846,0.0003356416,0.0008084876,0.00003605209,0.0001169084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003156904,0.000009611039,4.174505e-7,0.001015332,0.00008490337,0.000006776373,0.000003806754,2.451632e-9,0.5806439,0.000006932313,0.0016187,0.4166065],"study_design_scores_gemma":[0.0002075781,0.0001322811,0.000001745557,0.001126857,0.0002341443,0.0003587168,0.000001645025,2.961033e-8,0.05264136,0.000001313143,0.9447854,0.0005089155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001360883,0.996954,0.000004453525,0.00002346049,0.0007771234,0.0003364204,0.0001507163,0.00001987125,0.0003731242],"genre_scores_gemma":[0.0001297391,0.9944041,0.0004298891,0.00005770168,0.001629929,0.000006745416,0.0008028944,0.0001169699,0.002422075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9431667,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294937163693759,"score_gpt":0.3020576925690428,"score_spread":0.2691083209321052,"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."}}