{"id":"W4206068514","doi":"10.3390/jcm11020407","title":"Impact of Pulmonary Rehabilitation Services in Patients with Different Lung Diseases","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Bronchiectasis; Lung cancer; Lung; Internal medicine; Interstitial lung disease; Physical therapy; Asthma; Quality of life (healthcare); Obstructive lung disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002698341,0.0001792709,0.0005044107,0.0005477301,0.0006323303,0.0009189853,0.0004805097,0.0005655689,0.002382977],"category_scores_gemma":[0.008137015,0.00009953316,0.000962429,0.000917448,0.0005136543,0.0005244479,0.001592961,0.0009329169,0.0001641847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172075,"about_ca_system_score_gemma":0.003021943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534838,"about_ca_topic_score_gemma":0.03325521,"domain_scores_codex":[0.996067,0.001809404,0.0003259394,0.0003359479,0.0005360804,0.000925674],"domain_scores_gemma":[0.9934891,0.00137729,0.003132863,0.0001578225,0.0004109002,0.001432038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004774045,0.0009652332,0.9512708,0.0002996983,0.000428845,0.0001332122,0.0004428684,0.0002982764,0.0002563001,0.0001275128,0.0006952301,0.04460461],"study_design_scores_gemma":[0.00005791277,0.0005454264,0.9978529,0.0001112526,0.00008396481,0.0001063847,0.0004518834,0.0001330076,0.00005383114,0.00003663131,0.0005606037,0.000006187314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934592,0.002063114,0.00006982582,0.001532735,0.00002158302,0.00007728815,0.0003910637,0.000006401551,0.002378728],"genre_scores_gemma":[0.9990144,0.0003199691,0.00008403001,0.0002346445,0.00003059849,0.00003520877,0.0001735201,0.000001225484,0.000106392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534838,"threshold_uncertainty_score":0.03051805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900244134829369,"score_gpt":0.3887968091572036,"score_spread":0.3697943678089099,"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."}}