{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004150487,0.0001829213,0.0002256266,0.0001737267,0.00001397859,0.00001450663,0.0001650759,0.000158358,0.000189555],"category_scores_gemma":[0.0002991297,0.0001994447,0.00003826575,0.0004735132,0.00002687732,0.0001029082,0.00009794523,0.0002405039,0.00006373553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577975,"about_ca_system_score_gemma":0.00001297042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005908605,"about_ca_topic_score_gemma":0.001285778,"domain_scores_codex":[0.9989527,0.0000264187,0.0002532259,0.0002890938,0.0001275583,0.0003510255],"domain_scores_gemma":[0.9994118,0.0001291977,0.00001526197,0.0003509462,0.00002849163,0.0000643224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007857662,0.0005087881,0.002700918,0.0001755176,0.0001510163,0.002048253,0.002114916,0.04112627,0.9036448,0.004165407,0.0006863095,0.04259922],"study_design_scores_gemma":[0.002974892,0.0000965342,0.1702632,0.0005169575,0.000009870247,0.00003663062,0.0009326208,0.0137191,0.7639544,0.00910536,0.03671987,0.001670498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947587,0.001095242,0.0004252652,0.0003785357,0.0000514844,0.0001600228,0.00001833895,0.0004571395,0.002655291],"genre_scores_gemma":[0.9964242,0.0003884824,0.002666299,0.00007465995,0.00003461182,0.0002504263,0.00002679283,0.00004073304,0.00009378598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675623,"threshold_uncertainty_score":0.8133118,"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."}}