{"id":"W1495523582","doi":"10.2310/7070.2011.100199","title":"Pathogen yield and antimicrobial resistance patterns of chronic rhinosinusitis patients presenting to a tertiary rhinology centre.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Moraxella catarrhalis; Medicine; Haemophilus influenzae; Streptococcus pneumoniae; Antibiotic resistance; Staphylococcus aureus; Rhinology; Antimicrobial; Population; Microbiology; Methicillin-resistant Staphylococcus aureus; Internal medicine; Surgery; Antibiotics; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003929619,0.0002225358,0.0003420261,0.0008538219,0.0005742785,0.0006232724,0.0002865744,0.000487775,0.002319311],"category_scores_gemma":[0.003486007,0.0002900972,0.0002729992,0.000927838,0.0003656503,0.0004918716,0.0004489425,0.0003502711,0.0002840913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008611443,"about_ca_system_score_gemma":0.0008604582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676861,"about_ca_topic_score_gemma":0.02086159,"domain_scores_codex":[0.9992743,0.00007650179,0.0001086474,0.0001181897,0.0002201602,0.0002022753],"domain_scores_gemma":[0.997623,0.0003442769,0.001281934,0.00005278363,0.0003559219,0.0003420564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003726202,0.00001216013,0.9988055,0.000008411863,0.00000695113,0.0002225477,0.00008434585,0.0000079198,0.0001906529,0.000002636442,0.00005063519,0.0005710112],"study_design_scores_gemma":[0.000004725766,0.0000974674,0.9979383,0.000007697093,0.000007188451,0.001304718,0.0004356086,0.00004953106,0.00006818996,0.000003511687,0.00008026951,0.000002691816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994691,0.0001630967,0.00001575649,0.000030437,0.000001656905,0.000007021838,0.0001750097,0.000001307148,0.0001366517],"genre_scores_gemma":[0.9995775,0.00009491338,0.00003940698,0.0000240688,0.000005328779,0.000006965498,0.0001965609,0.000001051543,0.00005425359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676861,"threshold_uncertainty_score":0.033342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224321307383553,"score_gpt":0.2098132016334774,"score_spread":0.1873810708951221,"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."}}