{"id":"W1998175246","doi":"10.1007/s11136-008-9437-z","title":"Factors associated with short-term recovery of health status among emergency department patients with acute exacerbations of chronic obstructive pulmonary disease","year":2009,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Exacerbation; COPD; Emergency department; Odds ratio; Prospective cohort study; Asthma; Confidence interval; Obstructive lung disease; Cohort; Cohort study; Internal medicine; Emergency medicine; Intensive care medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006233806,0.0002360957,0.0005116228,0.0006344788,0.0005916037,0.0007988201,0.0004044878,0.0008115565,0.00147783],"category_scores_gemma":[0.005609957,0.0001915239,0.0007498111,0.0009922558,0.0003716001,0.0006390014,0.000561257,0.00138317,0.0001378104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004184312,"about_ca_system_score_gemma":0.0005918316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781006,"about_ca_topic_score_gemma":0.00706316,"domain_scores_codex":[0.9993561,0.0001654403,0.0001388693,0.00007192134,0.000105987,0.0001615629],"domain_scores_gemma":[0.9955042,0.001055972,0.001957579,0.0001166338,0.0003390315,0.001026561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177886,0.00009521572,0.9988835,0.000009766095,0.00005047445,0.0000830054,0.00005874866,0.00002306008,0.00006089646,0.000007963317,0.00006076309,0.0005489446],"study_design_scores_gemma":[0.000005295545,0.00008048813,0.9994135,0.000004407562,0.00001779775,0.0001029435,0.0002477292,0.00007400213,0.000008418026,0.00001053489,0.00003205336,0.000003012595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.0002129798,0.00001823173,0.0001456214,0.00001218658,0.000007088711,0.0001242062,9.620353e-7,0.000301315],"genre_scores_gemma":[0.9996296,0.00007145773,0.00002670349,0.00004492969,0.00001563379,0.000004253534,0.0001533788,5.069166e-7,0.00005345392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005781006,"threshold_uncertainty_score":0.0114947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047007612239086,"score_gpt":0.3970443018248604,"score_spread":0.2923435406009519,"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."}}