{"id":"W2595686941","doi":"10.3390/su9030427","title":"The Disease Burden of Patients with Allergic Rhinitis from a Hospital Surveillance in Beijing","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Beijing; Disease burden; Otorhinolaryngology; Burden of disease; Outpatient clinic; Disease; Renminbi; Emergency medicine; Physical therapy; Medical emergency; Pediatrics; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002280851,0.0001045169,0.0002173539,0.00002079945,0.0002460969,0.00004192457,0.0001361009,0.00003874255,0.00001824103],"category_scores_gemma":[0.002280318,0.00006781449,0.00004853951,0.00004709779,0.0002967932,0.0001115724,0.000073158,0.0001084225,8.284491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193621,"about_ca_system_score_gemma":0.0002733732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372955,"about_ca_topic_score_gemma":0.0004902258,"domain_scores_codex":[0.9989817,0.00007352722,0.0002361838,0.0002356309,0.0002705225,0.0002024128],"domain_scores_gemma":[0.9980974,0.0001326972,0.000181932,0.0007365599,0.0007564152,0.00009501974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006164277,0.0001297771,0.9948882,0.00004498387,0.00002147582,0.00006382673,0.0006183949,0.00003455322,5.709321e-7,0.0002400551,0.00002899897,0.003312685],"study_design_scores_gemma":[0.001579452,0.0001344358,0.9946088,0.00004259824,0.0000101503,1.662419e-7,0.000663471,0.0003927967,0.000002106104,0.002178947,0.0003038541,0.00008325384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953548,0.00009184989,0.00003642916,0.003411071,0.00007395663,0.0006371455,0.00003247301,0.00001306155,0.0003492574],"genre_scores_gemma":[0.9996781,0.00003361683,0.0000356026,0.00001708914,0.00005499897,0.00001449346,0.00006382781,0.00001123894,0.0000910611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004323315,"threshold_uncertainty_score":0.2765395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00504923805945025,"score_gpt":0.2381070874720559,"score_spread":0.2330578494126057,"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."}}