{"id":"W3162215058","doi":"10.2147/copd.s295885","title":"Physical Frailty in COPD Patients with Chronic Respiratory Failure","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Agence Régionale de Santé Hauts-de-France; Université de Lille; Université Laval","keywords":"Medicine; COPD; Physical therapy; Depression (economics); Anxiety; Pulmonary rehabilitation; Quality of life (healthcare); Rehabilitation; Gait; Physical medicine and rehabilitation; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006838138,0.0002559269,0.000419387,0.0006505654,0.0005269095,0.0004618207,0.0002105696,0.0005100029,0.001195147],"category_scores_gemma":[0.002700263,0.000154484,0.0002808224,0.0005523196,0.000291254,0.0004078425,0.000447773,0.0005887808,0.0001697197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414017,"about_ca_system_score_gemma":0.0003082528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707808,"about_ca_topic_score_gemma":0.002789734,"domain_scores_codex":[0.9996632,0.00009280459,0.00003702731,0.00005559613,0.00008824999,0.00006297945],"domain_scores_gemma":[0.9990907,0.0002030795,0.0003349048,0.00003415348,0.0001013054,0.0002357988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006237036,0.00003731177,0.9984729,0.00001102047,0.00001551516,0.00006977766,0.00005919022,0.00002696888,0.00008607454,0.000005257245,0.00004728981,0.00110639],"study_design_scores_gemma":[0.000004737391,0.0001103215,0.9994137,0.000007088224,0.000008809979,0.0002215307,0.00006471982,0.0000935102,0.00001119458,0.00001344688,0.00004915714,0.000001743402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992864,0.0003015704,0.00003580013,0.00005107014,0.000004814492,0.00000818619,0.00008726001,0.000001280981,0.0002237583],"genre_scores_gemma":[0.9997403,0.00007174542,0.00002611397,0.00001889273,0.000008688713,0.00000666692,0.00009411037,3.537081e-7,0.00003312194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707808,"threshold_uncertainty_score":0.005384028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400323825988998,"score_gpt":0.2954199239310308,"score_spread":0.2814166856711409,"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."}}