{"id":"W2110039310","doi":"10.1136/thx.2009.131078","title":"Burden of comorbidity in individuals with asthma","year":2010,"lang":"en","type":"article","venue":"Thorax","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Institute of Population and Public Health; University of Toronto; Ontario Ministry of Health and Long-Term Care; Government of Ontario; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Comorbidity; Asthma; Medicine; Depression (economics); Health care; Pediatrics; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001320233,0.00006835295,0.0001802864,0.0000736853,0.00001440135,0.000003353668,0.00005923729,0.00005534246,0.0003055178],"category_scores_gemma":[0.00004087787,0.00004616866,0.00002797819,0.0001340686,0.0001076771,0.00003156115,0.00002148747,0.0001744765,0.00002488677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005179992,"about_ca_system_score_gemma":0.0001017286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499112,"about_ca_topic_score_gemma":0.0000463195,"domain_scores_codex":[0.9994674,0.00002168709,0.0001219127,0.0001036913,0.0001732728,0.0001120919],"domain_scores_gemma":[0.9995916,0.00002303361,0.00004672468,0.0002068033,0.00004041187,0.0000914247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929239,0.0003226601,0.9336132,0.0001245052,0.00002882732,0.0001232955,0.0007537706,0.00001310307,0.02964744,0.0004183422,0.001037174,0.03372477],"study_design_scores_gemma":[0.001391857,0.0003834327,0.938262,0.0001096595,0.00002881091,0.00003299166,0.0003535872,0.00002952415,0.009359078,0.0000780279,0.04986545,0.0001055373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946386,0.00007835982,0.00001041135,0.0002143948,0.00004410531,0.000146593,0.00001185789,0.0000193301,0.004836333],"genre_scores_gemma":[0.9989452,0.000003832261,0.0005793237,0.00008369514,0.0001182522,0.000005470398,0.000007832506,0.00000947136,0.0002468985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04882827,"threshold_uncertainty_score":0.3345205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381418076497698,"score_gpt":0.2894072162045498,"score_spread":0.2755930354395728,"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."}}