{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001021513,0.00008657819,0.0002317856,0.0003153796,0.0000773284,0.000003950973,0.00002016372,0.0000654808,0.00004478205],"category_scores_gemma":[0.00000489219,0.00008368278,0.00001900417,0.0002418626,0.0001211246,0.00005206676,0.00003110438,0.0001770834,3.641744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711601,"about_ca_system_score_gemma":0.00005293569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008023976,"about_ca_topic_score_gemma":0.0001084732,"domain_scores_codex":[0.9993542,0.00008265632,0.000184048,0.0002053048,0.00003787545,0.0001359],"domain_scores_gemma":[0.9997725,0.00001213548,0.000081044,0.00008620911,0.0000237793,0.00002433379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200687,0.0001769044,0.9697326,0.00005799952,0.00004329536,0.00001862286,0.0001084871,0.000009371051,0.02822371,0.00006107538,0.0008650148,0.0003828819],"study_design_scores_gemma":[0.004744782,0.001325748,0.9873902,0.0000756641,0.00006284336,0.00005713401,0.00004134337,0.00006182098,0.004525578,0.00003533226,0.00155361,0.0001259181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970871,0.00169497,0.0004003841,0.0000365655,0.0002588554,0.0002942259,0.00008578783,0.000009071412,0.0001330046],"genre_scores_gemma":[0.9988455,0.0001743358,0.0003678499,0.00004883518,0.00001217231,0.000007304187,0.0004310883,0.000008548518,0.000104366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02369813,"threshold_uncertainty_score":0.3412485,"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."}}