{"id":"W2062076030","doi":"10.1371/journal.pone.0050949","title":"Trends in Asthma-Related Direct Medical Costs from 2002 to 2007 in British Columbia, Canada: A Population Based-Cohort Study","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Centre for Advancing Health Outcomes; University of British Columbia","funders":"University of British Columbia; Canadian Institutes of Health Research; AllerGen; Sanofi; Michael Smith Health Research BC; GlaxoSmithKline; Genentech; AstraZeneca; Pfizer","keywords":"Asthma; Medicine; Indirect costs; Total cost; Cohort; Population; Cohort study; Medical record; Asthma management; Emergency medicine; Health economics; Pediatrics; Demography; Public health; Family medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005954289,0.0005601494,0.0006620021,0.001886889,0.002212803,0.001501675,0.001699947,0.0006947605,0.001916217],"category_scores_gemma":[0.001455958,0.0005292877,0.0007125862,0.005491764,0.0005024627,0.0004589834,0.0007857827,0.001009861,0.0003900444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02981164,"about_ca_system_score_gemma":0.0256929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948425,"about_ca_topic_score_gemma":0.9962491,"domain_scores_codex":[0.9989061,0.0000634084,0.00007756174,0.00020058,0.0004458286,0.0003065649],"domain_scores_gemma":[0.9976781,0.00006112942,0.0003593526,0.00007047632,0.001407804,0.0004231876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006084091,0.00004046151,0.9950804,0.0000363629,0.0001023274,0.00008107044,0.0002097508,0.00009729853,0.0001050442,0.00003368071,0.002043245,0.002109579],"study_design_scores_gemma":[0.000008888632,0.00001374011,0.9985381,0.00002591484,0.00003758915,0.00005423668,0.0003834526,0.0002552082,0.00002562145,0.000008467804,0.0006409044,0.000007819975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775382,0.001141218,0.0001474637,0.0004416024,0.0000204725,0.00009036172,0.01867071,0.00002785207,0.001922087],"genre_scores_gemma":[0.9886965,0.0008746146,0.0002728399,0.0002406014,0.00001179645,0.0000655102,0.00851139,0.00001066853,0.001316105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981164,"threshold_uncertainty_score":0.2162996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434387072527539,"score_gpt":0.2390443948293884,"score_spread":0.224700524104113,"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."}}