{"id":"W4387911424","doi":"10.1016/j.rmed.2023.107431","title":"Burden of chronic cough on social participation, healthcare resource utilisation and activities of daily living in the Canadian Longitudinal Study on Aging (CLSA)","year":2023,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"Canadian Institutes of Health Research; Merck Canada; AstraZeneca; Genentech; Government of Canada; McMaster University","keywords":"Medicine; Chronic cough; Activities of daily living; Odds ratio; Health care; Gerontology; Chronic condition; Physical therapy; Generalized estimating equation; Demography; Internal medicine; Disease; Asthma","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":[0.001554969,0.0007334208,0.0008931499,0.00193116,0.002318389,0.00153729,0.001942119,0.001330995,0.002150494],"category_scores_gemma":[0.003214077,0.0005493462,0.002358032,0.004216147,0.0005624238,0.0009443014,0.00172342,0.001610048,0.0002484221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151775,"about_ca_system_score_gemma":0.02220161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887145,"about_ca_topic_score_gemma":0.9928358,"domain_scores_codex":[0.998602,0.0001422364,0.0001197865,0.0001820804,0.0003755498,0.0005783624],"domain_scores_gemma":[0.9976739,0.0001095628,0.000401247,0.00009674674,0.0009984481,0.0007200123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001912,0.00004528311,0.9957542,0.00005039969,0.0002473319,0.00003377405,0.0002778857,0.00009378145,0.00005795036,0.00007263448,0.001341955,0.001924548],"study_design_scores_gemma":[0.000002946537,0.00001036522,0.9992265,0.00002425107,0.00004006524,0.0000133116,0.0003325152,0.0001070688,0.000005453673,0.000009926011,0.0002191182,0.000008493737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735293,0.00359269,0.00007296161,0.0006735848,0.0000609237,0.00004436907,0.01983076,0.00001714423,0.002178344],"genre_scores_gemma":[0.9914027,0.001352904,0.0001293156,0.000132483,0.00002424768,0.0000325302,0.006169923,0.000005074656,0.0007508402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151775,"threshold_uncertainty_score":0.110121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246475253895051,"score_gpt":0.4332115469123881,"score_spread":0.2085640215228829,"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."}}