{"id":"W1498865317","doi":"10.1111/j.1445-5994.2010.02195.x","title":"Acute care costs of patients admitted for management of chronic obstructive pulmonary disease exacerbations: contribution of disease severity, infection and chronic heart failure","year":2010,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Interquartile range; COPD; Exacerbation; Emergency medicine; Indirect costs; Acute care; Cohort; Intensive care medicine; Disease management; Disease; Internal medicine; Health care","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":[0.0009841139,0.0004894858,0.0005276004,0.0006138132,0.0003185703,0.00115695,0.0006192127,0.0004917406,0.002311504],"category_scores_gemma":[0.007097019,0.0002900928,0.0009833022,0.0008868719,0.0002492924,0.0004348738,0.0006124469,0.0006959046,0.0001781162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564139,"about_ca_system_score_gemma":0.00134975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02149706,"about_ca_topic_score_gemma":0.01842244,"domain_scores_codex":[0.9991695,0.000402179,0.00009122874,0.00005592487,0.0001381448,0.0001430275],"domain_scores_gemma":[0.9977564,0.0009936588,0.0006591154,0.0000679508,0.0002311774,0.0002917007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000343121,0.0001313195,0.9645419,0.00009004529,0.0004939496,0.0004359568,0.0001093406,0.02430862,0.0001158927,0.0004024376,0.0008960045,0.008131409],"study_design_scores_gemma":[0.00008955814,0.0003074227,0.8915185,0.0001878098,0.0003094201,0.00113568,0.0004185218,0.1038692,0.0001641033,0.001274069,0.0006956378,0.00003006249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973569,0.0006399206,0.0005175711,0.0004570383,0.0000169185,0.00002501812,0.0004264165,0.000005203392,0.0005549734],"genre_scores_gemma":[0.9990014,0.0002296694,0.0002387389,0.00002903391,0.00001092858,0.00001318716,0.0003472806,0.000002099578,0.0001275453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02149706,"threshold_uncertainty_score":0.04274386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007102484232431857,"score_gpt":0.2957942039465765,"score_spread":0.2886917197141446,"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."}}