{"id":"W2785432020","doi":"10.2196/resprot.8768","title":"Using the Inflammacheck Device to Measure the Level of Exhaled Breath Condensate Hydrogen Peroxide in Patients With Asthma and Chronic Obstructive Pulmonary Disease (The EXHALE Pilot Study): Protocol for a Cross-Sectional Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Asthma; Exhaled breath condensate; Exacerbation; Airway; Intensive care medicine; Exhaled nitric oxide; Pulmonary disease; Physical therapy; Internal medicine; Spirometry; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02210929,0.003103353,0.003342527,0.00119422,0.004573652,0.001416343,0.002579422,0.004517167,0.01400727],"category_scores_gemma":[0.01069728,0.00226047,0.002383291,0.000949888,0.002099648,0.001970487,0.001995549,0.004300098,0.006593387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093777,"about_ca_system_score_gemma":0.009688046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614309,"about_ca_topic_score_gemma":0.004025515,"domain_scores_codex":[0.9917394,0.004486821,0.001158196,0.0007992271,0.0008357432,0.0009805474],"domain_scores_gemma":[0.9922279,0.001133629,0.001051785,0.001174544,0.002809336,0.00160282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4547465,0.2711349,0.0897526,0.01095591,0.001069263,0.002068066,0.004489644,0.003753596,0.03227944,0.002898539,0.03576981,0.09108171],"study_design_scores_gemma":[0.2391305,0.4582831,0.2037709,0.001916862,0.0007288286,0.0007369178,0.002307189,0.00244959,0.007532912,0.001829212,0.08077906,0.0005348236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02422524,0.000134644,0.002832178,0.0002224524,0.0001182363,0.9696823,0.001608531,0.00006449436,0.001111898],"genre_scores_gemma":[0.01103543,0.00008635737,0.005666908,0.0003288786,0.00003953582,0.9818095,0.0006373936,0.000007077573,0.0003889],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02210929,"threshold_uncertainty_score":0.1169266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4019457927180617,"score_gpt":0.5282052573397723,"score_spread":0.1262594646217106,"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."}}