{"id":"W2954887455","doi":"10.1080/24745332.2019.1629850","title":"Current and future direct healthcare cost burden of chronic obstructive pulmonary disease in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Medicine; COPD; Ambulatory; Health care; Ambulatory care; Emergency medicine; Pulmonary disease; Population; Total cost; Indirect costs; Intensive care medicine; Environmental health; Internal medicine; Business","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":[0.0009823088,0.0005789682,0.0003866122,0.00250929,0.001721507,0.002274323,0.001563629,0.0005441256,0.00327492],"category_scores_gemma":[0.002408466,0.0002886554,0.0009758892,0.005252263,0.0005900675,0.0006292276,0.001022786,0.000955517,0.000299344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0814528,"about_ca_system_score_gemma":0.08786403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981554,"about_ca_topic_score_gemma":0.9985179,"domain_scores_codex":[0.9985481,0.00009008782,0.00006555992,0.0001074418,0.0007467685,0.000442053],"domain_scores_gemma":[0.9979551,0.00008053148,0.0002607278,0.00002640638,0.001158689,0.0005184949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002120309,0.00008070929,0.9160332,0.0004167028,0.0003550345,0.000433442,0.0004964485,0.003227548,0.0002686331,0.002286733,0.03462063,0.0415689],"study_design_scores_gemma":[0.00005514875,0.00004082127,0.980169,0.0004599397,0.0001985095,0.0002755621,0.001419411,0.004555054,0.00008381341,0.000359263,0.01233896,0.00004451386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846517,0.03756757,0.0009865686,0.01808848,0.0004817283,0.000168309,0.07057993,0.0001890587,0.02542143],"genre_scores_gemma":[0.9615626,0.01238686,0.001489316,0.00116971,0.0001372308,0.00004542584,0.01702021,0.00002718431,0.006161463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0814528,"threshold_uncertainty_score":0.5909842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444339352633214,"score_gpt":0.2960582836002249,"score_spread":0.2816148900738928,"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."}}