{"id":"W1969672028","doi":"10.3810/pgm.2014.09.2808","title":"Examining the Role of Activity, Exercise, and Pharmacology in Mild COPD","year":2014,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; COPD; Exercise intolerance; Pulmonary rehabilitation; Quality of life (healthcare); Psychological intervention; Physical therapy; Disease; Intensive care medicine; Intervention (counseling); Smoking cessation; Dynamic hyperinflation; Internal medicine; Lung; Lung volumes; Heart failure; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009103097,0.0007934803,0.00226353,0.003412403,0.000326125,0.001029456,0.0008833388,0.001291201,0.002955225],"category_scores_gemma":[0.001924149,0.0003529382,0.001212201,0.003720653,0.0004705487,0.001071796,0.000706059,0.001267256,0.0007328064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132916,"about_ca_system_score_gemma":0.001529622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057292,"about_ca_topic_score_gemma":0.003931297,"domain_scores_codex":[0.9996131,0.0001079834,0.00008362583,0.00005074137,0.0001207321,0.00002384441],"domain_scores_gemma":[0.999023,0.0006945069,0.0001130604,0.00001871927,0.0001173932,0.00003339857],"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":[0.0001210153,0.0001116994,0.0003414928,0.1315887,0.0004968424,0.0001468999,0.0001390573,0.0001795185,0.0006381162,0.00146764,0.009909116,0.8548598],"study_design_scores_gemma":[0.000109494,0.000403146,0.007242391,0.09377864,0.002656727,0.002737596,0.0003038232,0.0001649019,0.000566787,0.002523609,0.8894666,0.00004629072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005129365,0.9996735,0.00001238662,0.00005530374,0.00003327337,0.000002284366,0.000004057083,8.454724e-7,0.0001671169],"genre_scores_gemma":[0.0004065603,0.9993761,0.00004668581,0.00006054721,0.00003161853,0.000003585934,0.000006666596,2.918266e-7,0.00006794029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003412403,"threshold_uncertainty_score":0.009886205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07102942284510194,"score_gpt":0.3818255160930567,"score_spread":0.3107960932479548,"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."}}