{"id":"W2139347877","doi":"10.1183/09031936.00061414","title":"Quantifying comorbidity in individuals with COPD: a population study","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Health Sciences Centre; Hospital for Sick Children; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Government of Ontario; Physicians' Services Incorporated Foundation; Institute for Clinical Evaluative Sciences","keywords":"Comorbidity; COPD; Population; Medicine; Psychology; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001819449,0.000499003,0.0005537297,0.001433957,0.002178472,0.001198886,0.0007852901,0.0009731223,0.0007283621],"category_scores_gemma":[0.003813217,0.0006406405,0.00110889,0.003946717,0.0007023903,0.001047512,0.001519005,0.001160309,0.0003432654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003695241,"about_ca_system_score_gemma":0.003664722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.385579,"about_ca_topic_score_gemma":0.4525718,"domain_scores_codex":[0.9981931,0.0004499824,0.0001578748,0.0003750159,0.0004947801,0.0003292261],"domain_scores_gemma":[0.9985219,0.0001326462,0.0003686456,0.000200757,0.000449287,0.0003268286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008569069,0.0001427038,0.9973968,0.00001574381,0.00009173554,0.00006549876,0.0004837488,0.00002214232,0.00009000353,0.00002055535,0.0002990779,0.001286286],"study_design_scores_gemma":[0.00002280315,0.0001414164,0.9985765,0.000009114152,0.00005738357,0.0001106146,0.0006284296,0.00007727983,0.00001123567,0.00001841037,0.0003380054,0.000008829325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974073,0.000240101,0.0001593235,0.0001048379,0.000007979716,0.0001311496,0.001339756,0.000004862418,0.0006046745],"genre_scores_gemma":[0.997354,0.0003177504,0.0003328091,0.000139346,0.00001993936,0.0001550302,0.001467678,0.000003250661,0.0002100929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.385579,"threshold_uncertainty_score":0.7666694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07125437574413035,"score_gpt":0.3438832877795269,"score_spread":0.2726289120353966,"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."}}