{"id":"W161823661","doi":"10.1155/2010/361071","title":"Direct Health Care Costs Associated with Asthma in British Columbia","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; National Sanitarium Association","keywords":"Medicine; Asthma; Reimbursement; Health care; Emergency department; Family medicine; Total cost; Emergency medicine; Indirect costs; Health economics; Medical record; Public health; Medical emergency; Environmental health","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":[0.000459582,0.0001526944,0.000430248,0.0002766899,0.0005137657,0.0003274661,0.0001554264,0.0001912085,0.0007945344],"category_scores_gemma":[0.0003509265,0.0001964155,0.0001079877,0.0004163249,0.0001616446,0.0001315408,0.00001097353,0.00112129,0.00001716265],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411294,"about_ca_system_score_gemma":0.01066728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1387169,"about_ca_topic_score_gemma":0.9955571,"domain_scores_codex":[0.9979777,0.0001781714,0.0004104409,0.0002898308,0.0003825586,0.0007613371],"domain_scores_gemma":[0.996562,0.00003580061,0.0001885662,0.0002468129,0.0003370121,0.002629791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002633504,0.00006820454,0.898108,0.00002652253,0.00004014652,0.006566517,0.0001744301,0.000002748274,0.0001091291,0.000002837038,0.02819202,0.06668311],"study_design_scores_gemma":[0.001799742,0.0005468602,0.7718484,0.0004441949,0.00001405442,0.0005919192,0.0006411714,0.000001641723,0.00001083935,0.000001793043,0.2239056,0.0001938653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919769,0.002674991,0.000001174321,0.0002754828,0.0003497746,0.0003441623,0.0001307945,0.00003500767,0.004211751],"genre_scores_gemma":[0.990375,0.0000129439,0.00003988146,0.008709255,0.0003899231,0.00001287459,0.00002138251,0.00005456477,0.0003841092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8568401,"threshold_uncertainty_score":0.9949413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008072743723341108,"score_gpt":0.2427923027017193,"score_spread":0.2347195589783782,"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."}}