{"id":"W4210704030","doi":"10.3389/fcimb.2021.813076","title":"Biofilm and Planktonic Antibiotic Resistance in Patients With Acute Exacerbation of Chronic Rhinosinusitis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Apoio ao Ensino, Pesquisa e Assistência do Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Antibiotics; Exacerbation; Biofilm; Chronic rhinosinusitis; Antibiotic resistance; Microbiology; Medicine; Sinusitis; Immunology; Intensive care medicine; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004112378,0.0003075993,0.0004364604,0.00052564,0.0004701859,0.0004212943,0.0001791767,0.0005283847,0.001909238],"category_scores_gemma":[0.001591617,0.0001825355,0.0002276151,0.0004501939,0.0002029266,0.0003953663,0.0003168686,0.0004822984,0.0001988774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502927,"about_ca_system_score_gemma":0.0003187575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250523,"about_ca_topic_score_gemma":0.002733364,"domain_scores_codex":[0.9995642,0.00008316921,0.00005448822,0.00007229284,0.0001432817,0.00008263712],"domain_scores_gemma":[0.9994946,0.00009775,0.0002144499,0.00001598531,0.00008147707,0.00009574342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002526594,0.00007493427,0.9924604,0.00005950943,0.00003083819,0.0005797475,0.0001687876,0.00002655,0.001785793,0.00001360055,0.000135465,0.00441173],"study_design_scores_gemma":[0.00001298466,0.0003761676,0.9965203,0.00004092589,0.00002952277,0.002012618,0.0004092053,0.0001624128,0.000139923,0.00001840629,0.0002727179,0.000004705071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981841,0.001221605,0.000033893,0.00007698971,0.000008562296,0.00001237563,0.00005852367,0.000001681594,0.0004021818],"genre_scores_gemma":[0.9993893,0.0003112638,0.00008047651,0.00003457787,0.00001190746,0.000008435559,0.00008088546,6.230247e-7,0.00008260382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00250523,"threshold_uncertainty_score":0.006386995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003529947040128778,"score_gpt":0.1934830978783594,"score_spread":0.1899531508382306,"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."}}