{"id":"W2144290785","doi":"10.1007/s40136-015-0076-y","title":"Update on the Costs of Chronic Rhinosinusitis","year":2015,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Chronic rhinosinusitis; Intensive care medicine; Health care; Context (archaeology); Otorhinolaryngology; Chronic disease; Disease; Medical costs; Population; Disease management; Environmental health; Surgery; Pathology","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":[0.0004255054,0.0001785056,0.0003655411,0.0001347175,0.00008548875,0.00001056996,0.0001013252,0.0001143531,0.0002712038],"category_scores_gemma":[0.0002580429,0.0001222154,0.0001471182,0.0002234119,0.0002356819,0.00006969091,0.0000711824,0.0003831549,0.0001118404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292183,"about_ca_system_score_gemma":0.0004490367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003307874,"about_ca_topic_score_gemma":0.00001103117,"domain_scores_codex":[0.9984668,0.0001048691,0.0004816458,0.0003236413,0.0003454343,0.0002775768],"domain_scores_gemma":[0.9984229,0.00009069256,0.0003057717,0.0007098937,0.0002651408,0.0002055906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816418,0.001822965,0.665794,0.0001753488,0.0003481078,0.004385806,0.0004062693,0.00001345641,0.004050139,0.02661889,0.2828417,0.01326173],"study_design_scores_gemma":[0.003255267,0.003216143,0.8063127,0.001452239,0.0006224127,0.01864165,0.0001095606,0.000240045,0.01456736,0.001661068,0.1492093,0.0007121702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881641,0.003704228,0.00005990876,0.0007035571,0.002098905,0.0005593326,0.00002101519,0.00007563647,0.004613301],"genre_scores_gemma":[0.9986857,0.00005703544,0.0000193275,0.0004544014,0.0003908449,0.0000476426,0.0001617407,0.00002178286,0.0001615452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1405188,"threshold_uncertainty_score":0.49838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775493243454363,"score_gpt":0.3130289652901012,"score_spread":0.2652740328555575,"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."}}