{"id":"W4385295385","doi":"10.1136/thorax-2022-219708","title":"Changes in exhaled volatile organic compounds following indirect bronchial challenge in suspected asthma","year":2023,"lang":"en","type":"article","venue":"Thorax","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation; Institute of Infection and Immunity","funders":"Asthma UK Centre for Applied Research; Asthma and Lung UK; National Institute for Health and Care Research","keywords":"Medicine; Asthma; Exhaled air; Exhaled breath condensate; Intensive care medicine; Internal medicine; Toxicology","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":[0.00007640639,0.0001873592,0.0003082456,0.0003525206,0.00002340795,0.0000135541,0.0002269154,0.0001842791,0.0000466848],"category_scores_gemma":[0.0001091705,0.0002060189,0.00003724229,0.001301891,0.00002680842,0.00008404724,0.0000953497,0.0003857704,0.00008323168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329247,"about_ca_system_score_gemma":0.000003926552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001235808,"about_ca_topic_score_gemma":0.001290132,"domain_scores_codex":[0.9989387,0.0000187738,0.0001978261,0.0002324973,0.0001426601,0.0004694783],"domain_scores_gemma":[0.999595,0.000108158,0.0000207063,0.0002324886,0.000007538892,0.00003603725],"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":[0.00001948637,0.00004003762,0.006266094,0.00008037917,0.00002986823,0.0003107831,0.0007593979,0.001783272,0.9786869,0.00008976599,0.0002807353,0.01165331],"study_design_scores_gemma":[0.002690009,0.000148851,0.06856397,0.000381106,0.00001462196,0.000012133,0.001704871,0.0315916,0.8822587,0.007766954,0.003477567,0.001389633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946555,0.0002996383,0.00002231037,0.0001744191,0.0001643484,0.0001667286,0.000004030226,0.002579819,0.001933139],"genre_scores_gemma":[0.9992978,0.000158508,0.0002873364,0.000005640929,0.00005914255,0.00003375974,0.00002092662,0.0000598406,0.00007703264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09642819,"threshold_uncertainty_score":0.8401206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583303207516241,"score_gpt":0.241479727135289,"score_spread":0.2256466950601266,"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."}}