{"id":"W4312113648","doi":"10.15326/jcopdf.2022.0349","title":"Physical Activity and Symptom Burden in COPD: The Canadian Obstructive Lung Disease Study","year":2022,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; St. Paul's Hospital; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; University of Saskatchewan; Université Laval; Dalhousie University; Toronto General Hospital; University of Toronto; Ottawa Hospital; Centre for Advancing Health Outcomes; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Pfizer Canada; Stichting Jo Kolk Studiefonds; University of Ottawa; McGill University; Reseau canadien de recherche respiratoire; Queen's University; Pfizer; Johns Hopkins University; University of Southern California; University of Toronto; Dalhousie University; Boehringer Ingelheim Canada; Almirall; GlaxoSmithKline","keywords":"COPD; Medicine; Burden of disease; Pulmonary disease; Disease burden; Physical activity; Obstructive lung disease; Physical therapy; Disease; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005592502,0.0005113478,0.0007209933,0.0005473996,0.00179854,0.0001680992,0.000920638,0.00006784598,0.0004203466],"category_scores_gemma":[0.0004274338,0.0003728241,0.0004689599,0.001191165,0.001001856,0.0008096837,0.0007903767,0.001662015,0.000008280302],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01156473,"about_ca_system_score_gemma":0.005873489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811002,"about_ca_topic_score_gemma":0.003364158,"domain_scores_codex":[0.9946595,0.00129256,0.000613826,0.0007306545,0.001892776,0.0008107214],"domain_scores_gemma":[0.9964687,0.0004268848,0.0006834825,0.0009353302,0.0005040454,0.0009815298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00423462,0.002971934,0.8940191,0.0005784453,0.001040763,0.002153732,0.002912093,0.005651551,0.0005980033,0.001081352,0.0003150126,0.08444335],"study_design_scores_gemma":[0.002713267,0.0002428531,0.9710166,0.0001346922,0.0008960637,0.0004873356,0.004435874,0.01609081,0.00001615232,0.002736363,0.000882201,0.0003477274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877515,0.004207999,0.00001011361,0.003557789,0.0009334094,0.002845945,0.0002921016,0.00002396781,0.0003771706],"genre_scores_gemma":[0.9981363,0.00005864316,0.00000805728,0.00009071338,0.0009806026,0.0002473528,0.00005196711,0.00007818306,0.0003481174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08409562,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348695071962753,"score_gpt":0.2910723906574296,"score_spread":0.277585439937802,"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."}}