{"id":"W3211578117","doi":"10.1155/2021/7449527","title":"Blood Eosinophils and Pulmonary Rehabilitation in COPD","year":2021,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"BODE index; COPD; Pulmonary rehabilitation; Medicine; Exacerbation; Eosinophilic; Inhaled corticosteroids; Internal medicine; Eosinophil; Immunology; Gastroenterology; Asthma; 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":[0.0006212483,0.0001898499,0.0002435536,0.0004374359,0.000184949,0.0004530736,0.0001546322,0.0003482802,0.001778632],"category_scores_gemma":[0.002179822,0.0000774117,0.0002138284,0.0004080752,0.0002297077,0.0002139751,0.0002536899,0.0005895534,0.0002281449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511882,"about_ca_system_score_gemma":0.0002949245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343298,"about_ca_topic_score_gemma":0.001129112,"domain_scores_codex":[0.9996111,0.0001704288,0.00003409825,0.00005420111,0.00007987839,0.00005040193],"domain_scores_gemma":[0.9982935,0.0005387437,0.0007536343,0.00003270961,0.0001660567,0.0002154166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008905571,0.0001839759,0.9596643,0.0002541622,0.0001864018,0.0002695189,0.00005030095,0.0002247037,0.0005636874,0.0002421146,0.002030948,0.0354393],"study_design_scores_gemma":[0.00005346549,0.0004012544,0.9942947,0.0001546528,0.0001208473,0.001050979,0.00007460912,0.0003760374,0.0001939518,0.0004641859,0.002807547,0.00000773683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934634,0.0575989,0.0004041561,0.003332374,0.0002276144,0.00003434586,0.0006629364,0.00001525989,0.003090522],"genre_scores_gemma":[0.993198,0.005404934,0.0002003076,0.0003428698,0.000217043,0.0000155782,0.0002312,0.000002163424,0.0003879247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001778632,"threshold_uncertainty_score":0.005950093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778712749742423,"score_gpt":0.2782572152654364,"score_spread":0.2604700877680122,"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."}}