{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101241,0.0004227673,0.0005546998,0.001289648,0.000884308,0.001443575,0.0007845449,0.000976363,0.001152676],"category_scores_gemma":[0.002727706,0.0004276626,0.001379963,0.00294399,0.0003837717,0.0008390393,0.001125935,0.00149621,0.0002862781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527365,"about_ca_system_score_gemma":0.001806546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1693517,"about_ca_topic_score_gemma":0.16736,"domain_scores_codex":[0.9991074,0.0001679597,0.0001139116,0.0001636127,0.0002409067,0.0002061425],"domain_scores_gemma":[0.9980773,0.0001533802,0.0009228666,0.0001247928,0.0003078369,0.0004139251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004869255,0.00002922839,0.9990835,0.000009797859,0.0001188144,0.00003615894,0.00005437944,0.00004603326,0.00001132246,0.00001415416,0.0001717851,0.0003760753],"study_design_scores_gemma":[0.000006479316,0.00002915774,0.9994032,0.00001099123,0.00003555606,0.00007018996,0.0001302911,0.0001433759,0.000003555726,0.00001285206,0.0001499765,0.000004196587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962317,0.0005882278,0.00004878033,0.0001803125,0.000008028565,0.0000221402,0.002451082,0.00000295707,0.0004666283],"genre_scores_gemma":[0.9977794,0.0003223304,0.0000529159,0.00008766082,0.00001471404,0.00002197647,0.001583159,0.000001836158,0.0001360109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693517,"threshold_uncertainty_score":0.336732,"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."}}