{"id":"W7140048542","doi":"10.1183/13993003/erj.44.suppl_58.p570","title":"Use of a standardized order set in the management of an acute exacerbation of COPD","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Exacerbation; COPD; Referral; Copd exacerbation; Smoking cessation; Ambulatory care; Retrospective cohort study; Medical record; Inhaler","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":[0.005586436,0.0003084627,0.0003167671,0.002436953,0.0006951934,0.001077817,0.0007989123,0.0003543809,0.00104649],"category_scores_gemma":[0.03296562,0.0002605123,0.000294411,0.003689128,0.0007086782,0.0006860838,0.0007934213,0.0004942858,0.0002023676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436443,"about_ca_system_score_gemma":0.009577136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03775312,"about_ca_topic_score_gemma":0.03927943,"domain_scores_codex":[0.9907383,0.002791778,0.002110351,0.0004368981,0.003558184,0.0003645511],"domain_scores_gemma":[0.9710652,0.006604555,0.01407591,0.001100255,0.005727274,0.001426748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004232138,0.0002631116,0.9158806,0.0006463734,0.00003924686,0.0004081684,0.001238453,0.001023444,0.001463515,0.0002433102,0.002118543,0.07625205],"study_design_scores_gemma":[0.00006083505,0.001285693,0.9856085,0.0006146904,0.00006157247,0.001310474,0.001607911,0.002389017,0.001548185,0.0001900355,0.005287373,0.00003582084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880509,0.002756508,0.00299774,0.001202184,0.0001704843,0.0007808172,0.001035057,0.0001086015,0.002897644],"genre_scores_gemma":[0.9889506,0.001168377,0.008077314,0.0002082983,0.00008434436,0.0002024024,0.00110674,0.00001035106,0.0001916865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03775312,"threshold_uncertainty_score":0.07506675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757451939377157,"score_gpt":0.3255021217287666,"score_spread":0.2779276023349951,"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."}}