{"id":"W1951932830","doi":"10.1155/2010/425975","title":"Optimizing Pulmonary Rehabilitation in Chronic Obstructive Pulmonary Disease – Practical Issues: A Canadian Thoracic Society Clinical Practice Guideline","year":2010,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Thoracic Society; Saskatchewan Health Authority; Queen's University; McGill University; University of Ottawa; Concordia University; McMaster University; University of British Columbia; University of Toronto; Dalhousie University; University of Alberta; University of Saskatchewan; Université Laval; University of Calgary","funders":"","keywords":"Medicine; Pulmonary rehabilitation; COPD; Guideline; Exacerbation; Rehabilitation; Physical therapy; Pulmonary disease; Bronchodilator; Quality of life (healthcare); Acute exacerbation of chronic obstructive pulmonary disease; Intensive care medicine; Asthma; Nursing; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007469815,0.001380443,0.003164391,0.002672281,0.0009605658,0.0003929728,0.0009818525,0.002100829,0.001442709],"category_scores_gemma":[0.01359642,0.001347775,0.002456926,0.001941038,0.001224873,0.001475363,0.0002062624,0.01280839,0.0003382586],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03085008,"about_ca_system_score_gemma":0.1949866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0703804,"about_ca_topic_score_gemma":0.2303553,"domain_scores_codex":[0.9859508,0.003201102,0.004212153,0.002038678,0.001779299,0.002817946],"domain_scores_gemma":[0.9793791,0.002127472,0.001483642,0.001913533,0.002049548,0.01304674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002794814,0.0003317242,0.001443834,0.007841928,0.0004508291,0.0508786,0.0001283077,0.00001947441,0.000001637497,0.0001594345,0.01392009,0.9245446],"study_design_scores_gemma":[0.0006354962,0.0002258823,0.004568747,0.008594574,0.001922088,0.006613337,0.0008041008,0.0006063837,8.267235e-8,0.0001711465,0.9747496,0.001108624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001407011,0.982297,0.00002938867,0.007293985,0.001483726,0.003673779,0.0006948611,0.00005812589,0.00432844],"genre_scores_gemma":[0.0001349035,0.969421,0.01669878,0.003658814,0.007934449,0.0003996242,0.0006455876,0.0005109877,0.0005958418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608294,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07787738979202932,"score_gpt":0.4511929181243298,"score_spread":0.3733155283323004,"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."}}