{"id":"W2103332798","doi":"10.1016/j.jaci.2015.08.037","title":"Direct costs of adult chronic rhinosinusitis by using 4 methods of estimation: Results of the US Medical Expenditure Panel Survey","year":2015,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medical Expenditure Panel Survey; Estimation; Medicine; Indirect costs; Panel data; Population; Health care; Environmental health; Disease; Econometrics; Economics","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":[0.002469176,0.0001106372,0.0008240637,0.00007533072,0.00003816541,0.00000315834,0.00020083,0.0003794909,0.00008228583],"category_scores_gemma":[0.006571376,0.00007114845,0.0002274058,0.0001625379,0.0007236844,0.00006995782,0.00009070286,0.0005349009,4.061741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005641403,"about_ca_system_score_gemma":0.0007093995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005476861,"about_ca_topic_score_gemma":0.0002405423,"domain_scores_codex":[0.9965263,0.001244734,0.001607616,0.0001275928,0.000358993,0.0001347756],"domain_scores_gemma":[0.9956854,0.001759525,0.001329321,0.0002421661,0.0008370595,0.0001465124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06378289,0.01446442,0.3050116,0.0004794524,0.03714277,0.00095946,0.003541481,0.0008508762,0.1176477,0.002980499,0.1046173,0.3485215],"study_design_scores_gemma":[0.01687219,0.006614078,0.9536692,0.00158833,0.0005101687,0.001903278,0.0002820832,0.001618372,0.01529529,0.0001320413,0.001326792,0.0001881747],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923644,0.005060757,0.0007912036,0.0005908262,0.0007893342,0.00008122069,0.00006536174,0.00000299062,0.0002538773],"genre_scores_gemma":[0.9961526,0.001617966,0.001876571,0.0001487983,0.0001273409,4.674376e-7,0.00001985246,0.000009228721,0.00004712309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6486576,"threshold_uncertainty_score":0.7867025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0849296385462013,"score_gpt":0.4161138769265737,"score_spread":0.3311842383803724,"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."}}