{"id":"W1965997567","doi":"10.1016/j.ccm.2014.02.005","title":"Pulmonary Rehabilitation at the Time of the COPD Exacerbation","year":2014,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; West Park Healthcare Centre","funders":"","keywords":"Medicine; Exacerbation; Pulmonary rehabilitation; COPD; Rehabilitation; Pulmonary disease; Intensive care medicine; Quality of life (healthcare); Copd exacerbation; Physical therapy; Disease; Acute exacerbation of chronic obstructive pulmonary disease; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004132126,0.0004999549,0.002479702,0.0002882092,0.0001291496,0.000005884577,0.0007259267,0.0005448565,0.001040001],"category_scores_gemma":[0.007629106,0.0002548269,0.0006744455,0.001096318,0.001969207,0.00005254498,0.0004616713,0.001453937,0.0002726912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337753,"about_ca_system_score_gemma":0.001083246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911601,"about_ca_topic_score_gemma":0.00001547425,"domain_scores_codex":[0.9943008,0.001184141,0.002056113,0.0007599251,0.001265227,0.0004337938],"domain_scores_gemma":[0.9886975,0.007597656,0.001094958,0.002097283,0.0003168623,0.000195778],"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":[0.0001316861,0.0003161902,0.002382537,0.05299554,0.0001438702,0.0000333704,0.0003042516,0.000003419201,0.000005202033,0.0001970661,0.007393504,0.9360934],"study_design_scores_gemma":[0.001087788,0.0002802971,0.01343801,0.03290582,0.00116858,0.0001311261,0.0001295552,0.0003001339,9.049081e-7,0.0004277008,0.9499153,0.0002147373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007443859,0.9838365,0.000004795482,0.0046086,0.0007449777,0.003646612,0.00004969109,0.00003018513,0.006334309],"genre_scores_gemma":[0.0006170311,0.9873332,0.00005943525,0.0002805343,0.001173371,0.0002848772,0.0004907377,0.0001143692,0.009646452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9425218,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501711372980175,"score_gpt":0.3937993900670454,"score_spread":0.3436282527690279,"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."}}