{"id":"W2736793066","doi":"10.1016/j.jamda.2017.05.024","title":"The Association of Depressive Symptoms With Rates of Acute Exacerbations in Patients With COPD: Results From a 3-year Longitudinal Follow-up of the ECLIPSE Cohort","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; COPD; Depression (economics); Internal medicine; Prospective cohort study; Odds ratio; Exacerbation; Confidence interval; Cohort; Cohort study; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001531587,0.0001494071,0.0006707386,0.00008574233,0.0002291079,0.00002683599,0.0006173279,0.00009234007,0.00002241878],"category_scores_gemma":[0.01085768,0.00007012871,0.0002366395,0.0004294174,0.000555913,0.0001623034,0.0001393178,0.0005629206,5.619277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124226,"about_ca_system_score_gemma":0.0009125163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534869,"about_ca_topic_score_gemma":0.0005154538,"domain_scores_codex":[0.9950855,0.0005664825,0.0008167663,0.0001785994,0.003092501,0.0002601483],"domain_scores_gemma":[0.9900783,0.001511879,0.006281416,0.0005401034,0.001447492,0.0001408535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002662272,0.0002888487,0.9924092,0.00001491262,0.001746728,0.000004335577,0.0002736319,0.00001718993,0.00008909119,0.000008542605,0.0009339721,0.001551297],"study_design_scores_gemma":[0.006244869,0.0003318789,0.9909787,0.0005966081,0.0008119369,0.000001577812,0.0001469572,0.0001080124,0.0006237294,0.00004926745,0.00003705628,0.0000694122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960985,0.00004850437,0.000006024696,0.002555951,0.0003030607,0.0004805941,0.0002343062,0.000002991578,0.0002700844],"genre_scores_gemma":[0.9993302,0.0001100408,0.00003543164,0.00003146932,0.0001737088,0.000008361654,0.00001500665,0.00001755348,0.0002782554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009326097,"threshold_uncertainty_score":0.9974743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207672366028526,"score_gpt":0.2795803675738348,"score_spread":0.2723726952078062,"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."}}