{"id":"W96340400","doi":"10.1155/2012/328460","title":"The Burden of Illness in Patients with Moderate to Severe Chronic Obstructive Pulmonary Disease in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Novartis (Canada); Women's College Hospital; University of Toronto","funders":"Novartis","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Severity of illness; Disease; Burden of disease; Chronic disease; Internal medicine; COPD; Disease burden","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":[0.0003288243,0.0002056318,0.000285251,0.0008593721,0.001755127,0.00107609,0.0006117562,0.000315018,0.002900523],"category_scores_gemma":[0.001521069,0.0001546816,0.0003816321,0.002677868,0.0004800521,0.0002945477,0.0006742878,0.0005243474,0.0001496556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0261945,"about_ca_system_score_gemma":0.03550463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901849,"about_ca_topic_score_gemma":0.9936544,"domain_scores_codex":[0.9993725,0.0000462589,0.00003733153,0.00005305642,0.000274712,0.0002162072],"domain_scores_gemma":[0.9985551,0.00005679749,0.0002817095,0.00001757029,0.0005297373,0.0005589936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008216257,0.00003199424,0.9819835,0.0001567014,0.00007180823,0.0001515272,0.0004030694,0.000170709,0.0001449384,0.0002054976,0.005067082,0.01153103],"study_design_scores_gemma":[0.000009770017,0.00001859438,0.9971246,0.00009090097,0.00002864959,0.0000938996,0.0006621286,0.0002181999,0.00001919391,0.00004726398,0.001678448,0.000008366777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962549,0.00833772,0.0001773765,0.006073279,0.0001011058,0.0001052646,0.01171725,0.00002383493,0.01091505],"genre_scores_gemma":[0.9943765,0.002566263,0.0001718258,0.000435476,0.0000297864,0.00001526299,0.001762587,0.000002827535,0.0006394911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0261945,"threshold_uncertainty_score":0.1900553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089515874862658,"score_gpt":0.2371996804253764,"score_spread":0.2263045216767498,"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."}}