{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000388689,0.0003128624,0.000353154,0.0003880887,0.0001971469,0.0003885074,0.0001875786,0.0005617828,0.001171519],"category_scores_gemma":[0.001539395,0.0001416144,0.0001846592,0.0001998269,0.0003001576,0.00024929,0.0004630843,0.000326607,0.0002191805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170499,"about_ca_system_score_gemma":0.0001231787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004378231,"about_ca_topic_score_gemma":0.0006672874,"domain_scores_codex":[0.9997078,0.00008937977,0.00003270325,0.00006224338,0.00006246037,0.00004549756],"domain_scores_gemma":[0.9994007,0.0002110693,0.0002251617,0.00002087761,0.00005835359,0.00008379757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001485744,0.00009575709,0.9772549,0.00008404721,0.00003631619,0.000965176,0.0002146798,0.00008721743,0.01496852,0.00001022508,0.00005678356,0.004740713],"study_design_scores_gemma":[0.00001236755,0.0009742897,0.9934648,0.00001187035,0.0000313899,0.002412073,0.0003361626,0.0003923795,0.002239832,0.00001896039,0.0001011404,0.000004798309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999559,0.000184289,0.00009111351,0.00001241894,0.000002008783,0.000006594842,0.00004533691,0.000002158639,0.00009715683],"genre_scores_gemma":[0.9997174,0.00004777918,0.0001085916,0.00001107861,0.000005016432,0.000004690313,0.0000640223,5.546986e-7,0.000040893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171519,"threshold_uncertainty_score":0.003919184,"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."}}