{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002393633,0.0006290948,0.000456858,0.001313969,0.0001759377,0.0007430448,0.0005354217,0.0005857878,0.001011256],"category_scores_gemma":[0.007621552,0.0004904318,0.001575067,0.002016381,0.0002628338,0.00089906,0.0007070202,0.0006039606,0.0001445161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116743,"about_ca_system_score_gemma":0.0004986181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03345668,"about_ca_topic_score_gemma":0.0316803,"domain_scores_codex":[0.9975103,0.001468625,0.0003270086,0.0001996553,0.000317257,0.0001771416],"domain_scores_gemma":[0.9959538,0.001956266,0.001355098,0.0002576452,0.0003720892,0.000105112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213138,0.00005938897,0.995253,0.00002039146,0.0002920834,0.00002749408,0.00005456563,0.001969823,0.00003319219,0.00008279793,0.0002204414,0.00177372],"study_design_scores_gemma":[0.00001246691,0.00006402184,0.9952241,0.00001397994,0.0001276889,0.00007903267,0.0001566992,0.00402659,0.00005807968,0.00005730524,0.0001712746,0.000008737009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959883,0.0004249071,0.0003437858,0.000089959,0.000004457154,0.00001580346,0.002726201,0.000005467772,0.0004010111],"genre_scores_gemma":[0.9963526,0.0002237933,0.000363171,0.00002074584,0.000005764732,0.00001901677,0.002778136,0.000003091869,0.000233633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345668,"threshold_uncertainty_score":0.06652391,"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."}}