{"id":"W2163421560","doi":"10.1183/09031936.00130008","title":"Monitoring sputum eosinophils in mucosal inflammation and remodelling: a pilot study","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McMaster University; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sputum; Eosinophil; Eosinophil cationic protein; Inflammation; Mucin; Asthma; Immunology; Eosinophil Granule Proteins; Lymphocyte; Internal medicine; Pathology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002304775,0.0005635647,0.0009132687,0.0002059088,0.0003474347,0.0003088194,0.0003707802,0.0006514734,0.001470135],"category_scores_gemma":[0.001643433,0.0002046432,0.0005559154,0.000190456,0.0005332919,0.0003689473,0.0003681452,0.0008157316,0.0002034025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527531,"about_ca_system_score_gemma":0.0005124078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005351553,"about_ca_topic_score_gemma":0.0006702091,"domain_scores_codex":[0.9990383,0.0006015765,0.0000609757,0.00009035737,0.00009658495,0.0001121686],"domain_scores_gemma":[0.99843,0.0005190028,0.0001853391,0.0001826295,0.0001547009,0.0005283204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.419487,0.1300575,0.06565703,0.0007899129,0.000671915,0.001415919,0.0007635492,0.001348604,0.2376698,0.0001772894,0.0007555541,0.1412059],"study_design_scores_gemma":[0.01272322,0.932797,0.04798479,0.00001193153,0.0001535347,0.0003205451,0.00008242067,0.0003763036,0.004943028,0.00003559965,0.0005595676,0.0000120418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988047,0.0004665527,0.0001530645,0.00003319519,0.00001491615,0.0003249722,0.00003119187,0.000004460368,0.0001669702],"genre_scores_gemma":[0.9980331,0.0003843342,0.000653465,0.0001098251,0.00009119714,0.0003814139,0.0001188668,0.000002404785,0.0002252326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002304775,"threshold_uncertainty_score":0.01218897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04975538865067161,"score_gpt":0.2983194902497846,"score_spread":0.248564101599113,"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."}}