{"id":"W2188178106","doi":"","title":"Management of acute exacerbation of COPD in rural Alberta emergency departments.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Exacerbation; COPD; Guideline; Interquartile range; Anticholinergic; Emergency department; Copd exacerbation; Internal medicine; Emergency medicine; Intensive care medicine; Acute exacerbation of chronic obstructive pulmonary disease; Nursing","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":[0.000334742,0.0001689895,0.00009784528,0.0005467182,0.0007587434,0.0004320078,0.0003836447,0.0002408988,0.001402752],"category_scores_gemma":[0.001912966,0.0001375436,0.0001028217,0.0008915089,0.000303525,0.0002224872,0.0005029955,0.0003248676,0.0001384505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484365,"about_ca_system_score_gemma":0.003846888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1147473,"about_ca_topic_score_gemma":0.2463496,"domain_scores_codex":[0.9996469,0.00007045819,0.00004715894,0.00004234127,0.0001113812,0.00008168626],"domain_scores_gemma":[0.9985857,0.0001366486,0.0007814228,0.00001919424,0.0001986739,0.0002784583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036834,0.0001548063,0.9712619,0.0003167785,0.00002636433,0.002700116,0.00112043,0.0002472566,0.0008741759,0.00006435652,0.002102341,0.0210278],"study_design_scores_gemma":[0.00002027388,0.0001618215,0.9916173,0.0001448869,0.00001101459,0.003240681,0.002418276,0.000227665,0.0001024578,0.0000417116,0.002005804,0.000008266498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917219,0.002567702,0.0002307459,0.001186838,0.00002692371,0.000153276,0.0005247892,0.00002074557,0.003566999],"genre_scores_gemma":[0.9962907,0.001708254,0.0005928119,0.0005402022,0.00004417531,0.00005298702,0.0003800643,0.00000297588,0.0003878608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8852527,"threshold_uncertainty_score":0.2281589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821304724721208,"score_gpt":0.2930366100893756,"score_spread":0.2648235628421636,"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."}}