{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000898428,0.0001157649,0.0002643974,0.000162091,0.00001393087,0.00002974613,0.0001998776,0.00005493462,0.0003125559],"category_scores_gemma":[0.0002373403,0.00009176578,0.0001026402,0.0001523574,0.00005994283,0.0002164927,0.00004698309,0.0004335147,0.00003587754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444618,"about_ca_system_score_gemma":0.0006591923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006799562,"about_ca_topic_score_gemma":0.0001828778,"domain_scores_codex":[0.9983241,0.00004790224,0.0003716344,0.0001370302,0.0009725046,0.0001468508],"domain_scores_gemma":[0.998066,0.00008981634,0.0002287923,0.0001435251,0.001359816,0.0001120629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002292753,0.003661405,0.8347436,0.0001172794,0.001269764,0.007041814,0.001593476,0.0010898,0.01036082,0.0007600553,0.08106963,0.05599957],"study_design_scores_gemma":[0.0189814,0.001360246,0.7297441,0.001635794,0.00008382407,0.0005235125,0.00009930641,0.0002169554,0.01028679,0.0002586681,0.2365693,0.0002401181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932373,0.000283282,0.0001881561,0.004696052,0.0005168987,0.00009108654,0.00001447674,0.000008427696,0.000964332],"genre_scores_gemma":[0.9967744,0.000009858561,0.0007258666,0.001190765,0.0008514724,0.00000235329,0.00001804363,0.00001813383,0.0004090919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554996,"threshold_uncertainty_score":0.37421,"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."}}