{"id":"W4388188851","doi":"10.1183/13993003.congress-2023.pa1913","title":"Relationship between measures of type II inflammation and patient reported cough severity and quality of life outcomes in patients with chronic cough","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Sputum; Visual analogue scale; Internal medicine; Eosinophilia; Peripheral blood; Gastroenterology; Peripheral; Chronic cough; Prospective cohort study; Asthma; Anesthesia; Pathology; Tuberculosis","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":[0.001733001,0.0002824283,0.0004241988,0.0005693346,0.000292685,0.0005656513,0.0002253269,0.0005061026,0.002266506],"category_scores_gemma":[0.003259999,0.0001408728,0.0005057057,0.0005793074,0.0002477641,0.0004584378,0.0004369906,0.0006124431,0.0001675116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118442,"about_ca_system_score_gemma":0.000200464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009772126,"about_ca_topic_score_gemma":0.001562875,"domain_scores_codex":[0.9993709,0.0002385882,0.0001007468,0.0001001108,0.0001018159,0.00008783724],"domain_scores_gemma":[0.9973783,0.0007722846,0.001184784,0.0001160823,0.0002268104,0.0003216762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002756284,0.00005515654,0.9978583,0.00002172658,0.0001050684,0.00001717322,0.00002672647,0.00002489946,0.0001220359,0.000005320547,0.00005884949,0.001428994],"study_design_scores_gemma":[0.00001400294,0.0002782211,0.9992187,0.00001148794,0.00004786691,0.00008296929,0.0000692625,0.0001390875,0.000048977,0.00001084877,0.00007555707,0.000003102266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981396,0.0009641345,0.0001201375,0.000090325,0.00001385977,0.00001534554,0.0002886166,0.000002674705,0.0003654259],"genre_scores_gemma":[0.999137,0.0001595788,0.0001570787,0.000048907,0.00003283088,0.00002640852,0.0003020463,0.000001093371,0.0001350568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002266506,"threshold_uncertainty_score":0.009165108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366127071817259,"score_gpt":0.351120948704033,"score_spread":0.2145082415223071,"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."}}