{"id":"W2765493231","doi":"10.1164/rccm.201708-1684le","title":"Blood Eosinophilia Neither Reflects Tissue Eosinophils nor Worsens Clinical Outcomes in Chronic Obstructive Pulmonary Disease","year":2017,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pulmonary disease; Eosinophilia; Pulmonary Eosinophilia; Disease; Immunology; Eosinophil; Pathology; Asthma; Intensive care medicine; Internal medicine","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":[0.002006047,0.0003139785,0.0009421922,0.0005170955,0.001515424,0.001366424,0.0007219603,0.01344131,0.002936811],"category_scores_gemma":[0.01937251,0.0002988563,0.0004763029,0.0004575688,0.001448553,0.001380985,0.0006617674,0.01124217,0.002571607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791526,"about_ca_system_score_gemma":0.001692453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685924,"about_ca_topic_score_gemma":0.005294263,"domain_scores_codex":[0.9985008,0.0006281818,0.0002556608,0.0001308711,0.0002911146,0.0001933201],"domain_scores_gemma":[0.9923784,0.004726693,0.0004932462,0.0002129959,0.001325002,0.000863737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003385244,0.0002637024,0.05030269,0.0001773671,0.00008006563,0.0223642,0.0004291518,0.0001870679,0.0004761102,0.003889162,0.859469,0.06202306],"study_design_scores_gemma":[0.00131714,0.001030981,0.08312792,0.002801672,0.0004564644,0.07818929,0.003883198,0.004238624,0.00127178,0.05350636,0.7699108,0.000265783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007620728,0.002848318,0.0001201434,0.9703841,0.01195333,0.00001293132,0.00007218554,0.00002268182,0.006965687],"genre_scores_gemma":[0.1029086,0.004676727,0.0004812682,0.786956,0.09728438,0.00004916961,0.00009950539,0.0000284158,0.007516002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01344131,"threshold_uncertainty_score":0.01299846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860408565873646,"score_gpt":0.390169214654414,"score_spread":0.3515651289956775,"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."}}