{"id":"W2974893662","doi":"10.1136/thoraxjnl-2019-213223","title":"Economic burden of multimorbidity in patients with severe asthma: a 20-year population-based study","year":2019,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Asthma; Multimorbidity; Population; Pediatrics; Disease burden; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009888444,0.0001021064,0.0002394259,0.0001054193,0.00001037466,0.000008414693,0.00006867322,0.00002468987,0.0009417533],"category_scores_gemma":[0.000008510357,0.00008669677,0.00002966781,0.0000830408,0.00001214609,0.00007514509,0.0000303242,0.0000655633,0.000115051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168461,"about_ca_system_score_gemma":0.0001014594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013474,"about_ca_topic_score_gemma":0.0002350157,"domain_scores_codex":[0.9992759,0.00003233547,0.0001859156,0.0002020497,0.0001773834,0.000126397],"domain_scores_gemma":[0.99949,0.00002232657,0.00008458798,0.0003332207,0.00002839712,0.00004150916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005322649,0.0004415975,0.9916837,0.0001143085,0.00004025693,0.000003693022,0.00009458346,0.006692981,0.000001980281,0.00004281665,0.00009603085,0.0002558481],"study_design_scores_gemma":[0.007337742,0.0005901319,0.9898528,0.00008309737,0.00004463783,6.4334e-8,0.0004797054,0.001445388,0.000003410101,0.00001438373,0.00005652913,0.00009213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947908,0.000005534899,0.000002165762,0.00005016684,0.00006108804,0.00123763,0.00002256588,0.00002525078,0.003804833],"genre_scores_gemma":[0.9993172,2.241979e-7,0.0001203004,0.00001445111,0.00002761674,0.00001205315,0.000148,0.00001522121,0.0003449757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006805476,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486319472603676,"score_gpt":0.2837158264145873,"score_spread":0.2688526316885506,"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."}}