{"id":"W3134027127","doi":"10.1111/all.14811","title":"Increased day‐to‐day fluctuations in exhaled breath profiles after a rhinovirus challenge in asthma","year":2021,"lang":"en","type":"article","venue":"Allergy","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Amsterdam University Medical Centers; Schweizerische Lungenstiftung; European Respiratory Society","keywords":"Rhinovirus; Asthma; Medicine; Exhaled breath condensate; Asthma exacerbations; Immunology; Respiratory Hypersensitivity; Day to day; Exhalation; Respiratory system; Internal medicine; Anesthesia","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":[0.0007604669,0.0002908674,0.000416997,0.0002717703,0.0001388131,0.0003457158,0.0001734589,0.0004306599,0.0006083127],"category_scores_gemma":[0.0008913446,0.0001971685,0.0001921681,0.0001810331,0.0002491427,0.0002604555,0.0002837105,0.000359274,0.0001472258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514278,"about_ca_system_score_gemma":0.000105743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000305674,"about_ca_topic_score_gemma":0.0003227358,"domain_scores_codex":[0.999679,0.00007461992,0.00002413618,0.00008384552,0.00009986515,0.00003851456],"domain_scores_gemma":[0.999319,0.0002492943,0.0002021924,0.00004656611,0.00008366001,0.00009935506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007696783,0.0008353914,0.518452,0.0002991616,0.0001709817,0.000422563,0.0003208654,0.0007122085,0.4443094,0.00003509426,0.000203677,0.02654186],"study_design_scores_gemma":[0.00001527494,0.002397567,0.9736131,0.000007379525,0.00004919924,0.0004967422,0.00008630768,0.0008993853,0.02225025,0.00002175827,0.0001566083,0.000006349982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989453,0.0004334158,0.0004188337,0.000008704403,0.000004873446,0.00001054017,0.00007682404,0.000007160299,0.00009446653],"genre_scores_gemma":[0.9992949,0.0001378231,0.0002930161,0.00001587805,0.000008392011,0.00001247445,0.0001471834,0.000001799444,0.00008864344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007604669,"threshold_uncertainty_score":0.004021764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007969099485662708,"score_gpt":0.2181890246553554,"score_spread":0.2102199251696927,"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."}}