{"id":"W3118330270","doi":"10.1039/d0ra09739j","title":"Antibiofilm peptides: overcoming biofilm-related treatment failure","year":2021,"lang":"en","type":"review","venue":"RSC Advances","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"Canadian Institutes of Health Research; Killam Trusts; University of British Columbia; Canada Research Chairs","keywords":"Biofilm; Antibiotics; Immune system; Antibiotic resistance; Microbiology; Bacteria; Extracellular polymeric substance; Biology; Innate immune system; Immunology; 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":[0.0006899281,0.0009199121,0.001250595,0.0013792,0.0001739388,0.001094571,0.0008931911,0.001221852,0.003087124],"category_scores_gemma":[0.0006376869,0.0002464954,0.0005090478,0.0009222131,0.0004534173,0.001103898,0.0007066473,0.002596655,0.002515757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476562,"about_ca_system_score_gemma":0.0005876233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895895,"about_ca_topic_score_gemma":0.0008853657,"domain_scores_codex":[0.9997914,0.00003597886,0.00002182967,0.00002813132,0.00009227925,0.00003041025],"domain_scores_gemma":[0.9997779,0.00009332186,0.00003147513,0.000008237781,0.00006073195,0.00002837716],"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":[0.0001122501,0.00008969368,0.0000976248,0.008150379,0.00009200654,0.0001526705,0.00003583823,0.0003376876,0.004356456,0.004761341,0.03908675,0.9427273],"study_design_scores_gemma":[0.00004749219,0.0002217394,0.0005161217,0.00232652,0.00007912583,0.000902062,0.00003794852,0.000168497,0.001263036,0.002215244,0.9922041,0.00001811634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002010822,0.9974137,0.0002699064,0.0003811241,0.0005498696,0.000008045592,0.00002337977,0.00001486141,0.001138091],"genre_scores_gemma":[0.001102974,0.9967828,0.0003019436,0.0003628721,0.0002678957,0.00001337324,0.00005106262,0.000003590754,0.001113476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003087124,"threshold_uncertainty_score":0.01032752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395865158667533,"score_gpt":0.2956659552039261,"score_spread":0.2717073036172508,"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."}}