{"id":"W2162879765","doi":"10.1097/wox.0b013e3181ecd8ae","title":"Staphylococcus aureus and Chronic Airway Disease","year":2010,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Hôpital Saint-François d'Assise","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Staphylococcus aureus; Immunology; Inflammation; Nasal polyps; Immune system; Disease; Acquired immune system; Chronic rhinosinusitis; Innate immune system; Pathology; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008139708,0.0001064728,0.000123588,0.0002164617,0.0003216824,0.00008301422,0.00005915203,0.00003760669,0.00798206],"category_scores_gemma":[0.0001500694,0.00009183516,0.00003488302,0.0004612373,0.00006599003,0.0001332623,0.00002810425,0.0004050844,0.0000544724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004828639,"about_ca_system_score_gemma":0.0003147839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001782765,"about_ca_topic_score_gemma":0.0001328959,"domain_scores_codex":[0.9992925,0.00002045123,0.0001921031,0.0001376355,0.000191618,0.0001657113],"domain_scores_gemma":[0.998984,0.00002037754,0.00008452182,0.0001456274,0.0002923384,0.0004731699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002089203,0.0007829519,0.3458118,0.00009810775,0.0005864516,0.001309308,0.000673321,0.0001229102,0.4813228,0.03378878,0.121127,0.01416762],"study_design_scores_gemma":[0.001767061,0.0001026921,0.8818475,0.00006715474,0.00007260602,0.0003595774,0.00003126654,0.0001026738,0.002480129,0.0002112482,0.1127608,0.0001973026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98995,0.000732553,0.00111313,0.005764802,0.0007506186,0.0001377773,0.00001055145,0.00008176886,0.001458812],"genre_scores_gemma":[0.9933311,0.0001397944,0.0003765553,0.0007229179,0.001343863,0.000001482769,0.0000456698,0.00003304952,0.004005572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360357,"threshold_uncertainty_score":0.9929247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005080072734970329,"score_gpt":0.2282336191975219,"score_spread":0.2231535464625515,"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."}}