{"id":"W2749864762","doi":"10.1089/jamp.2017.1392","title":"Methacholine Challenge: Comparison of Airway Responsiveness Produced by a Vibrating Mesh Nebulizer Versus a Jet Nebulizer","year":2017,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of Saskatchewan","funders":"McMaster University","keywords":"Methacholine; Nebulizer; Medicine; Crossover study; Anesthesia; Inhalation; Airway; Asthma; Internal medicine; Respiratory disease; Lung; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003081954,0.0007768847,0.001655497,0.0003842684,0.0003266229,0.0006274864,0.0008332009,0.001226272,0.002021826],"category_scores_gemma":[0.002545042,0.000465116,0.0007278465,0.0003147124,0.0008644793,0.0006798503,0.0005334335,0.001289719,0.0004332958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496907,"about_ca_system_score_gemma":0.0004621708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003603395,"about_ca_topic_score_gemma":0.0003785046,"domain_scores_codex":[0.997416,0.0009241279,0.0002695659,0.0003444278,0.0008096959,0.0002360961],"domain_scores_gemma":[0.9955692,0.002381719,0.0007843208,0.00025735,0.0002862587,0.0007211644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.575988,0.02803629,0.01749397,0.0007336376,0.0005346824,0.0001396526,0.0005197886,0.00061773,0.3540427,0.00009103137,0.0002117878,0.02159075],"study_design_scores_gemma":[0.01373061,0.8386844,0.09967569,0.00001986194,0.0004652432,0.0001651311,0.0001442234,0.001165009,0.04539339,0.00007775685,0.0004416446,0.00003700178],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999154,0.000218259,0.0001904388,0.00001818924,0.00004104278,0.0001569129,0.00003652019,0.000009034849,0.0001757397],"genre_scores_gemma":[0.9981317,0.0001779039,0.0007735124,0.00008515036,0.0001131729,0.0002891689,0.0001206251,0.00000555158,0.0003032089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003081954,"threshold_uncertainty_score":0.01629907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375618930566724,"score_gpt":0.3428206978843373,"score_spread":0.2990645085786701,"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."}}