{"id":"W3213609403","doi":"10.15326/jcopdf.2021.0250","title":"Home-based Pulmonary Rehabilitation is Effective in Frail COPD Patients with Chronic Respiratory Failure","year":2021,"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":20,"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; Fonds de Recherche du Québec - Santé; SOS Oxygène; Université Laval","keywords":"Medicine; COPD; Quality of life (healthcare); Physical therapy; Pulmonary rehabilitation; Anxiety; Rehabilitation; Depression (economics); Population; Respiratory failure; 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":[0.0003565496,0.0001725936,0.0006261268,0.0001633949,0.0002448528,0.000181318,0.0001886143,0.0002988637,0.0008536181],"category_scores_gemma":[0.0009965901,0.00006934869,0.0004153296,0.0001325779,0.0001155152,0.0001562311,0.0002332079,0.0003405095,0.00007814717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137504,"about_ca_system_score_gemma":0.000198632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007866267,"about_ca_topic_score_gemma":0.001936482,"domain_scores_codex":[0.9998456,0.00007663632,0.00001238842,0.00001685493,0.0000224533,0.00002600831],"domain_scores_gemma":[0.9997552,0.00006647874,0.00004940945,0.00001477851,0.00001599197,0.00009810222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04778934,0.04219963,0.1113074,0.00148639,0.001223398,0.0008770344,0.0007610315,0.001718346,0.01325629,0.00009984198,0.001957834,0.7773234],"study_design_scores_gemma":[0.009214298,0.07699279,0.9077209,0.0003241847,0.0005164486,0.000489821,0.0003016464,0.001508716,0.0009533415,0.0001676358,0.001782999,0.00002723809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977482,0.001405684,0.0001005704,0.00009255131,0.00002039232,0.00004955167,0.00002228133,0.0000157557,0.0005449754],"genre_scores_gemma":[0.9989138,0.0004773924,0.000263147,0.00007717078,0.00003563649,0.00005399527,0.00004455381,7.990027e-7,0.0001336372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008536181,"threshold_uncertainty_score":0.002855659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007444598388803046,"score_gpt":0.2578342356344805,"score_spread":0.2503896372456774,"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."}}