{"id":"W2066020760","doi":"10.1097/mlg.0b013e31817d01b8","title":"The Role of Allergy and Smoking in Chronic Rhinosinusitis and Polyposis","year":2008,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Chronic rhinosinusitis; Nasal polyps; Allergy; Logistic regression; Dermatology; Functional endoscopic sinus surgery; Sinusitis; Population; Chronic sinusitis; Sinus (botany); Endoscopic sinus surgery; Internal medicine; Surgery; Immunology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009290613,0.0001437761,0.0001930176,0.0007817247,0.0002628874,0.0004446624,0.0002066259,0.0004736082,0.00274623],"category_scores_gemma":[0.004136558,0.0001815046,0.0002934257,0.0006872487,0.0006083356,0.0004754234,0.000334474,0.0003149699,0.0001667381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163571,"about_ca_system_score_gemma":0.0003937139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162683,"about_ca_topic_score_gemma":0.001490723,"domain_scores_codex":[0.9994587,0.0002512083,0.00007074607,0.00005493309,0.00009376383,0.00007061153],"domain_scores_gemma":[0.9956322,0.002028425,0.001752747,0.00009050336,0.0001693569,0.0003267074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054247,0.00003531799,0.9944142,0.00003161584,0.00003051888,0.0003943458,0.00005712079,0.00003612723,0.0002231567,0.00005040843,0.00004684467,0.004574943],"study_design_scores_gemma":[0.000004827359,0.00008938152,0.9962353,0.0000200673,0.00002861541,0.00297179,0.00009299455,0.0002064472,0.00006051346,0.00006662076,0.0002203677,0.000003051213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952961,0.003388299,0.0001005833,0.0003052939,0.00001405505,0.000005603755,0.00005055462,0.000002636855,0.0008369454],"genre_scores_gemma":[0.9990329,0.0006095915,0.0001162196,0.00003403046,0.00005950184,0.000002244692,0.00002824681,8.462644e-7,0.0001165067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00274623,"threshold_uncertainty_score":0.009187043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047586307289163,"score_gpt":0.2373297827902314,"score_spread":0.2268539197173398,"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."}}